library(dplyr)
##
## 다음의 패키지를 부착합니다: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(caret)
## 필요한 패키지를 로딩중입니다: ggplot2
## 필요한 패키지를 로딩중입니다: lattice
data('GermanCredit')
glimpse(GermanCredit)
## Rows: 1,000
## Columns: 62
## $ Duration <int> 6, 48, 12, 42, 24, 36, 24, 36, …
## $ Amount <int> 1169, 5951, 2096, 7882, 4870, 9…
## $ InstallmentRatePercentage <int> 4, 2, 2, 2, 3, 2, 3, 2, 2, 4, 3…
## $ ResidenceDuration <int> 4, 2, 3, 4, 4, 4, 4, 2, 4, 2, 1…
## $ Age <int> 67, 22, 49, 45, 53, 35, 53, 35,…
## $ NumberExistingCredits <int> 2, 1, 1, 1, 2, 1, 1, 1, 1, 2, 1…
## $ NumberPeopleMaintenance <int> 1, 1, 2, 2, 2, 2, 1, 1, 1, 1, 1…
## $ Telephone <dbl> 0, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1…
## $ ForeignWorker <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
## $ Class <fct> Good, Bad, Good, Good, Bad, Goo…
## $ CheckingAccountStatus.lt.0 <dbl> 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0…
## $ CheckingAccountStatus.0.to.200 <dbl> 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 1…
## $ CheckingAccountStatus.gt.200 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CheckingAccountStatus.none <dbl> 0, 0, 1, 0, 0, 1, 1, 0, 1, 0, 0…
## $ CreditHistory.NoCredit.AllPaid <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CreditHistory.ThisBank.AllPaid <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CreditHistory.PaidDuly <dbl> 0, 1, 0, 1, 0, 1, 1, 1, 1, 0, 1…
## $ CreditHistory.Delay <dbl> 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0…
## $ CreditHistory.Critical <dbl> 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0…
## $ Purpose.NewCar <dbl> 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1…
## $ Purpose.UsedCar <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0…
## $ Purpose.Furniture.Equipment <dbl> 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0…
## $ Purpose.Radio.Television <dbl> 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0…
## $ Purpose.DomesticAppliance <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Purpose.Repairs <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Purpose.Education <dbl> 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0…
## $ Purpose.Vacation <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Purpose.Retraining <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Purpose.Business <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Purpose.Other <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ SavingsAccountBonds.lt.100 <dbl> 0, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1…
## $ SavingsAccountBonds.100.to.500 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ SavingsAccountBonds.500.to.1000 <dbl> 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0…
## $ SavingsAccountBonds.gt.1000 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0…
## $ SavingsAccountBonds.Unknown <dbl> 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0…
## $ EmploymentDuration.lt.1 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1…
## $ EmploymentDuration.1.to.4 <dbl> 0, 1, 0, 0, 1, 1, 0, 1, 0, 0, 0…
## $ EmploymentDuration.4.to.7 <dbl> 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0…
## $ EmploymentDuration.gt.7 <dbl> 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0…
## $ EmploymentDuration.Unemployed <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0…
## $ Personal.Male.Divorced.Seperated <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0…
## $ Personal.Female.NotSingle <dbl> 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1…
## $ Personal.Male.Single <dbl> 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0…
## $ Personal.Male.Married.Widowed <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0…
## $ Personal.Female.Single <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ OtherDebtorsGuarantors.None <dbl> 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1…
## $ OtherDebtorsGuarantors.CoApplicant <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ OtherDebtorsGuarantors.Guarantor <dbl> 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0…
## $ Property.RealEstate <dbl> 1, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0…
## $ Property.Insurance <dbl> 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0…
## $ Property.CarOther <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1…
## $ Property.Unknown <dbl> 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0…
## $ OtherInstallmentPlans.Bank <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ OtherInstallmentPlans.Stores <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ OtherInstallmentPlans.None <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
## $ Housing.Rent <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1…
## $ Housing.Own <dbl> 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0…
## $ Housing.ForFree <dbl> 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0…
## $ Job.UnemployedUnskilled <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ Job.UnskilledResident <dbl> 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0…
## $ Job.SkilledEmployee <dbl> 1, 1, 0, 1, 1, 0, 1, 0, 0, 0, 1…
## $ Job.Management.SelfEmp.HighlyQualified <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0…
set.seed(1056)
GermanCredit <- GermanCredit[, -nearZeroVar(GermanCredit)]
GermanCredit$CheckingAccountStatus.lt.0 <- NULL
GermanCredit$SavingsAccountBonds.lt.100 <- NULL
GermanCredit$EmploymentDuration.lt.1 <- NULL
GermanCredit$EmploymentDuration.Unemployed <- NULL
GermanCredit$Personal.Male.Married.Widowed <- NULL
GermanCredit$Property.Unknown <- NULL
GermanCredit$Housing.ForFree <- NULL
inTrain <- createDataPartition(GermanCredit$Class, p = .8)[[1]]
GermanCreditTrain <- GermanCredit[ inTrain, ]
GermanCreditTest <- GermanCredit[-inTrain, ]
library(kernlab)
##
## 다음의 패키지를 부착합니다: 'kernlab'
## The following object is masked from 'package:ggplot2':
##
## alpha
svmFit3<-train(Class~.,
data=GermanCreditTrain,
method='nnet',
preProc=c('center','scale'),
tuneLength=10,
trControl=trainControl(method="cv",
repeats=5,
classProbs = TRUE))
## Warning: `repeats` has no meaning for this resampling method.
## # weights: 44
## initial value 464.578362
## iter 10 value 400.430183
## iter 20 value 382.382682
## iter 30 value 367.362502
## iter 40 value 356.447719
## iter 50 value 347.077457
## iter 60 value 346.794973
## iter 70 value 346.787648
## final value 346.787641
## converged
## # weights: 130
## initial value 672.051272
## iter 10 value 278.397208
## iter 20 value 227.427159
## iter 30 value 199.183850
## iter 40 value 187.297362
## iter 50 value 182.470810
## iter 60 value 177.959489
## iter 70 value 174.049598
## iter 80 value 171.246004
## iter 90 value 168.283175
## iter 100 value 159.051254
## final value 159.051254
## stopped after 100 iterations
## # weights: 216
## initial value 591.344491
## iter 10 value 297.015768
## iter 20 value 203.471309
## iter 30 value 177.643042
## iter 40 value 162.843524
## iter 50 value 156.659646
## iter 60 value 152.657599
## iter 70 value 151.952741
## iter 80 value 151.891502
## iter 90 value 151.885861
## iter 100 value 151.884563
## final value 151.884563
## stopped after 100 iterations
## # weights: 302
## initial value 464.092716
## iter 10 value 273.358347
## iter 20 value 155.718168
## iter 30 value 116.261064
## iter 40 value 106.309308
## iter 50 value 97.791167
## iter 60 value 95.281860
## iter 70 value 94.348925
## iter 80 value 93.877492
## iter 90 value 93.708420
## iter 100 value 93.496795
## final value 93.496795
## stopped after 100 iterations
## # weights: 388
## initial value 463.182239
## iter 10 value 260.496666
## iter 20 value 93.128898
## iter 30 value 38.802178
## iter 40 value 22.403691
## iter 50 value 20.127873
## iter 60 value 19.032083
## iter 70 value 17.983925
## iter 80 value 17.797211
## iter 90 value 17.673200
## iter 100 value 17.580704
## final value 17.580704
## stopped after 100 iterations
## # weights: 474
## initial value 459.607542
## iter 10 value 233.230022
## iter 20 value 57.742030
## iter 30 value 14.970830
## iter 40 value 3.315821
## iter 50 value 0.439354
## iter 60 value 0.022119
## iter 70 value 0.002173
## iter 80 value 0.000253
## iter 90 value 0.000130
## final value 0.000088
## converged
## # weights: 560
## initial value 489.569977
## iter 10 value 204.580252
## iter 20 value 31.224440
## iter 30 value 6.147156
## iter 40 value 0.382229
## iter 50 value 0.026363
## iter 60 value 0.003920
## iter 70 value 0.001032
## iter 80 value 0.000409
## iter 90 value 0.000136
## final value 0.000100
## converged
## # weights: 646
## initial value 449.567265
## iter 10 value 195.661442
## iter 20 value 34.734153
## iter 30 value 7.572653
## iter 40 value 0.449567
## iter 50 value 0.021823
## iter 60 value 0.003008
## iter 70 value 0.000712
## iter 80 value 0.000307
## iter 90 value 0.000179
## final value 0.000094
## converged
## # weights: 732
## initial value 445.170347
## iter 10 value 201.539726
## iter 20 value 23.934527
## iter 30 value 2.549861
## iter 40 value 0.087068
## iter 50 value 0.006864
## iter 60 value 0.002053
## iter 70 value 0.000422
## iter 80 value 0.000228
## iter 90 value 0.000171
## final value 0.000082
## converged
## # weights: 818
## initial value 1112.536923
## iter 10 value 212.287930
## iter 20 value 18.592805
## iter 30 value 1.092629
## iter 40 value 0.023618
## iter 50 value 0.002691
## iter 60 value 0.000736
## iter 70 value 0.000186
## final value 0.000098
## converged
## # weights: 44
## initial value 654.427105
## iter 10 value 381.907700
## iter 20 value 350.050977
## iter 30 value 331.041844
## iter 40 value 328.297201
## iter 50 value 326.336727
## iter 60 value 326.276623
## final value 326.276374
## converged
## # weights: 130
## initial value 495.488630
## iter 10 value 314.499365
## iter 20 value 282.976787
## iter 30 value 261.825621
## iter 40 value 252.250187
## iter 50 value 248.629450
## iter 60 value 247.160270
## iter 70 value 245.641660
## iter 80 value 245.026194
## iter 90 value 243.817509
## iter 100 value 242.943991
## final value 242.943991
## stopped after 100 iterations
## # weights: 216
## initial value 495.545388
## iter 10 value 285.888400
## iter 20 value 223.051058
## iter 30 value 194.558983
## iter 40 value 182.869120
## iter 50 value 173.862542
## iter 60 value 164.805455
## iter 70 value 156.753363
## iter 80 value 153.791294
## iter 90 value 152.453337
## iter 100 value 151.559627
## final value 151.559627
## stopped after 100 iterations
## # weights: 302
## initial value 521.386849
## iter 10 value 277.384938
## iter 20 value 214.652374
## iter 30 value 187.113544
## iter 40 value 170.119671
## iter 50 value 156.284556
## iter 60 value 143.875299
## iter 70 value 129.656642
## iter 80 value 122.306953
## iter 90 value 116.987391
## iter 100 value 112.978151
## final value 112.978151
## stopped after 100 iterations
## # weights: 388
## initial value 603.941917
## iter 10 value 275.278508
## iter 20 value 181.592900
## iter 30 value 142.348450
## iter 40 value 120.862520
## iter 50 value 106.900621
## iter 60 value 100.632999
## iter 70 value 95.004545
## iter 80 value 91.889073
## iter 90 value 90.160767
## iter 100 value 87.151138
## final value 87.151138
## stopped after 100 iterations
## # weights: 474
## initial value 646.290523
## iter 10 value 272.840692
## iter 20 value 165.351690
## iter 30 value 116.731436
## iter 40 value 96.924042
## iter 50 value 87.584393
## iter 60 value 81.825803
## iter 70 value 78.789217
## iter 80 value 77.036190
## iter 90 value 76.184391
## iter 100 value 75.517874
## final value 75.517874
## stopped after 100 iterations
## # weights: 560
## initial value 729.714162
## iter 10 value 275.302217
## iter 20 value 168.006621
## iter 30 value 125.977160
## iter 40 value 106.305356
## iter 50 value 95.827475
## iter 60 value 90.656181
## iter 70 value 86.408008
## iter 80 value 83.145115
## iter 90 value 80.560312
## iter 100 value 79.151347
## final value 79.151347
## stopped after 100 iterations
## # weights: 646
## initial value 520.636128
## iter 10 value 250.165552
## iter 20 value 146.521004
## iter 30 value 109.236434
## iter 40 value 89.595618
## iter 50 value 81.191333
## iter 60 value 76.831120
## iter 70 value 73.952783
## iter 80 value 72.703724
## iter 90 value 71.859250
## iter 100 value 71.097484
## final value 71.097484
## stopped after 100 iterations
## # weights: 732
## initial value 458.876377
## iter 10 value 249.630150
## iter 20 value 140.965813
## iter 30 value 102.329203
## iter 40 value 85.638760
## iter 50 value 78.891853
## iter 60 value 75.361332
## iter 70 value 71.512694
## iter 80 value 68.862132
## iter 90 value 66.578548
## iter 100 value 64.991679
## final value 64.991679
## stopped after 100 iterations
## # weights: 818
## initial value 485.561168
## iter 10 value 258.558183
## iter 20 value 139.298183
## iter 30 value 98.381302
## iter 40 value 84.403383
## iter 50 value 77.961201
## iter 60 value 74.705140
## iter 70 value 70.804718
## iter 80 value 68.350073
## iter 90 value 66.398680
## iter 100 value 65.155875
## final value 65.155875
## stopped after 100 iterations
## # weights: 44
## initial value 487.009280
## iter 10 value 344.859499
## iter 20 value 336.344816
## iter 30 value 328.436640
## iter 40 value 327.261263
## iter 50 value 326.671908
## iter 60 value 325.617387
## iter 70 value 323.490182
## iter 80 value 323.148370
## iter 90 value 322.772287
## iter 100 value 322.269701
## final value 322.269701
## stopped after 100 iterations
## # weights: 130
## initial value 507.648685
## iter 10 value 310.482425
## iter 20 value 258.310374
## iter 30 value 232.542783
## iter 40 value 222.003989
## iter 50 value 217.086038
## iter 60 value 211.319750
## iter 70 value 207.907087
## iter 80 value 206.190083
## iter 90 value 205.148952
## iter 100 value 204.582465
## final value 204.582465
## stopped after 100 iterations
## # weights: 216
## initial value 469.069838
## iter 10 value 299.367117
## iter 20 value 211.565711
## iter 30 value 183.186699
## iter 40 value 177.584920
## iter 50 value 171.340054
## iter 60 value 166.509086
## iter 70 value 163.975334
## iter 80 value 161.993050
## iter 90 value 157.232225
## iter 100 value 150.254342
## final value 150.254342
## stopped after 100 iterations
## # weights: 302
## initial value 523.093185
## iter 10 value 277.860286
## iter 20 value 192.916219
## iter 30 value 146.118610
## iter 40 value 124.663389
## iter 50 value 108.279023
## iter 60 value 100.281342
## iter 70 value 95.070174
## iter 80 value 91.651838
## iter 90 value 85.168016
## iter 100 value 82.047150
## final value 82.047150
## stopped after 100 iterations
## # weights: 388
## initial value 471.790209
## iter 10 value 245.389814
## iter 20 value 126.840414
## iter 30 value 92.363890
## iter 40 value 76.560898
## iter 50 value 68.741923
## iter 60 value 62.678781
## iter 70 value 58.737689
## iter 80 value 56.439719
## iter 90 value 54.932801
## iter 100 value 54.041215
## final value 54.041215
## stopped after 100 iterations
## # weights: 474
## initial value 555.627627
## iter 10 value 248.300190
## iter 20 value 117.836803
## iter 30 value 87.390125
## iter 40 value 69.530673
## iter 50 value 62.125687
## iter 60 value 57.993061
## iter 70 value 53.764427
## iter 80 value 50.975369
## iter 90 value 49.136746
## iter 100 value 47.703295
## final value 47.703295
## stopped after 100 iterations
## # weights: 560
## initial value 630.712383
## iter 10 value 232.705248
## iter 20 value 109.930027
## iter 30 value 80.976576
## iter 40 value 64.149856
## iter 50 value 54.428085
## iter 60 value 49.369790
## iter 70 value 46.205081
## iter 80 value 43.901249
## iter 90 value 42.537577
## iter 100 value 41.751785
## final value 41.751785
## stopped after 100 iterations
## # weights: 646
## initial value 472.067270
## iter 10 value 227.678932
## iter 20 value 98.237584
## iter 30 value 71.046247
## iter 40 value 55.403362
## iter 50 value 48.240393
## iter 60 value 44.402078
## iter 70 value 42.150814
## iter 80 value 40.547440
## iter 90 value 39.426364
## iter 100 value 38.432049
## final value 38.432049
## stopped after 100 iterations
## # weights: 732
## initial value 819.839696
## iter 10 value 233.227862
## iter 20 value 100.425502
## iter 30 value 70.891780
## iter 40 value 54.595449
## iter 50 value 47.686532
## iter 60 value 43.286215
## iter 70 value 40.472756
## iter 80 value 38.529582
## iter 90 value 36.444630
## iter 100 value 35.047505
## final value 35.047505
## stopped after 100 iterations
## # weights: 818
## initial value 450.218851
## iter 10 value 216.288740
## iter 20 value 87.630208
## iter 30 value 62.001496
## iter 40 value 49.152619
## iter 50 value 43.220822
## iter 60 value 39.843869
## iter 70 value 37.369883
## iter 80 value 36.074690
## iter 90 value 35.341243
## iter 100 value 34.799055
## final value 34.799055
## stopped after 100 iterations
## # weights: 44
## initial value 438.915367
## iter 10 value 346.747008
## iter 20 value 325.648958
## iter 30 value 320.989920
## iter 40 value 320.486095
## iter 50 value 319.603311
## iter 60 value 318.823999
## iter 70 value 318.376737
## iter 80 value 318.345352
## iter 90 value 318.156208
## iter 100 value 318.134177
## final value 318.134177
## stopped after 100 iterations
## # weights: 130
## initial value 482.536977
## iter 10 value 300.884049
## iter 20 value 249.334133
## iter 30 value 225.389888
## iter 40 value 216.118763
## iter 50 value 213.172412
## iter 60 value 212.574206
## iter 70 value 212.453030
## iter 80 value 212.430092
## iter 90 value 212.400617
## iter 100 value 212.260529
## final value 212.260529
## stopped after 100 iterations
## # weights: 216
## initial value 471.000660
## iter 10 value 276.268531
## iter 20 value 211.616206
## iter 30 value 172.018145
## iter 40 value 154.621318
## iter 50 value 145.748760
## iter 60 value 141.547726
## iter 70 value 138.020910
## iter 80 value 135.860918
## iter 90 value 134.701075
## iter 100 value 132.866145
## final value 132.866145
## stopped after 100 iterations
## # weights: 302
## initial value 625.495582
## iter 10 value 263.241270
## iter 20 value 158.285539
## iter 30 value 129.649221
## iter 40 value 118.469890
## iter 50 value 108.812530
## iter 60 value 101.981612
## iter 70 value 92.668908
## iter 80 value 89.225616
## iter 90 value 85.744272
## iter 100 value 83.899001
## final value 83.899001
## stopped after 100 iterations
## # weights: 388
## initial value 609.518225
## iter 10 value 256.743334
## iter 20 value 123.971273
## iter 30 value 90.405369
## iter 40 value 72.508978
## iter 50 value 63.563139
## iter 60 value 57.629763
## iter 70 value 50.828570
## iter 80 value 47.129279
## iter 90 value 43.138065
## iter 100 value 41.398686
## final value 41.398686
## stopped after 100 iterations
## # weights: 474
## initial value 608.582704
## iter 10 value 251.021516
## iter 20 value 97.640444
## iter 30 value 68.032225
## iter 40 value 49.985894
## iter 50 value 43.245880
## iter 60 value 36.359768
## iter 70 value 32.315380
## iter 80 value 29.487261
## iter 90 value 26.897595
## iter 100 value 25.281280
## final value 25.281280
## stopped after 100 iterations
## # weights: 560
## initial value 559.675494
## iter 10 value 229.875733
## iter 20 value 90.474264
## iter 30 value 60.985930
## iter 40 value 47.805824
## iter 50 value 39.303476
## iter 60 value 33.261446
## iter 70 value 28.642438
## iter 80 value 25.433596
## iter 90 value 23.527356
## iter 100 value 22.429794
## final value 22.429794
## stopped after 100 iterations
## # weights: 646
## initial value 820.720542
## iter 10 value 230.582576
## iter 20 value 75.449694
## iter 30 value 49.358640
## iter 40 value 38.511318
## iter 50 value 31.318825
## iter 60 value 26.702965
## iter 70 value 24.075056
## iter 80 value 22.413103
## iter 90 value 21.272239
## iter 100 value 20.325998
## final value 20.325998
## stopped after 100 iterations
## # weights: 732
## initial value 485.103689
## iter 10 value 238.857591
## iter 20 value 69.485963
## iter 30 value 48.583929
## iter 40 value 38.305771
## iter 50 value 31.138112
## iter 60 value 26.872646
## iter 70 value 23.864245
## iter 80 value 22.079965
## iter 90 value 21.043042
## iter 100 value 20.255975
## final value 20.255975
## stopped after 100 iterations
## # weights: 818
## initial value 528.508664
## iter 10 value 222.867313
## iter 20 value 67.868639
## iter 30 value 45.617589
## iter 40 value 33.785836
## iter 50 value 25.598471
## iter 60 value 22.022818
## iter 70 value 20.329101
## iter 80 value 19.330150
## iter 90 value 18.470823
## iter 100 value 17.984800
## final value 17.984800
## stopped after 100 iterations
## # weights: 44
## initial value 503.984799
## iter 10 value 343.596154
## iter 20 value 325.487893
## iter 30 value 319.205616
## iter 40 value 316.266764
## iter 50 value 312.063249
## iter 60 value 311.946905
## iter 70 value 311.945986
## final value 311.945942
## converged
## # weights: 130
## initial value 431.868298
## iter 10 value 317.931595
## iter 20 value 274.020121
## iter 30 value 259.272426
## iter 40 value 256.139931
## iter 50 value 255.374653
## iter 60 value 254.303917
## iter 70 value 253.558474
## iter 80 value 253.482449
## iter 90 value 253.456571
## iter 100 value 253.432451
## final value 253.432451
## stopped after 100 iterations
## # weights: 216
## initial value 703.564253
## iter 10 value 272.530751
## iter 20 value 205.670648
## iter 30 value 168.569625
## iter 40 value 158.481985
## iter 50 value 149.035875
## iter 60 value 143.019134
## iter 70 value 141.001625
## iter 80 value 138.442676
## iter 90 value 135.835307
## iter 100 value 134.967229
## final value 134.967229
## stopped after 100 iterations
## # weights: 302
## initial value 517.962760
## iter 10 value 289.019271
## iter 20 value 168.771880
## iter 30 value 129.803858
## iter 40 value 112.132287
## iter 50 value 90.481921
## iter 60 value 81.627020
## iter 70 value 75.544090
## iter 80 value 66.964501
## iter 90 value 61.728891
## iter 100 value 58.578281
## final value 58.578281
## stopped after 100 iterations
## # weights: 388
## initial value 581.039446
## iter 10 value 269.448005
## iter 20 value 154.626535
## iter 30 value 96.515660
## iter 40 value 75.305655
## iter 50 value 62.236024
## iter 60 value 52.380558
## iter 70 value 46.996332
## iter 80 value 42.100737
## iter 90 value 39.145094
## iter 100 value 36.302220
## final value 36.302220
## stopped after 100 iterations
## # weights: 474
## initial value 481.261342
## iter 10 value 248.584560
## iter 20 value 129.165133
## iter 30 value 73.982772
## iter 40 value 49.231776
## iter 50 value 38.218974
## iter 60 value 27.319684
## iter 70 value 21.296049
## iter 80 value 18.461902
## iter 90 value 16.515115
## iter 100 value 15.299459
## final value 15.299459
## stopped after 100 iterations
## # weights: 560
## initial value 445.673539
## iter 10 value 223.500609
## iter 20 value 65.407935
## iter 30 value 41.834006
## iter 40 value 32.355314
## iter 50 value 21.476748
## iter 60 value 16.801295
## iter 70 value 14.309333
## iter 80 value 13.013433
## iter 90 value 12.238701
## iter 100 value 11.754641
## final value 11.754641
## stopped after 100 iterations
## # weights: 646
## initial value 472.909659
## iter 10 value 224.992090
## iter 20 value 52.912422
## iter 30 value 25.876120
## iter 40 value 17.296932
## iter 50 value 14.077084
## iter 60 value 12.568118
## iter 70 value 11.834826
## iter 80 value 11.376840
## iter 90 value 10.874311
## iter 100 value 10.491585
## final value 10.491585
## stopped after 100 iterations
## # weights: 732
## initial value 477.098136
## iter 10 value 225.201805
## iter 20 value 50.712647
## iter 30 value 25.397569
## iter 40 value 17.095781
## iter 50 value 13.221835
## iter 60 value 11.844041
## iter 70 value 11.060928
## iter 80 value 10.453955
## iter 90 value 10.096521
## iter 100 value 9.775834
## final value 9.775834
## stopped after 100 iterations
## # weights: 818
## initial value 532.541213
## iter 10 value 207.793167
## iter 20 value 40.189136
## iter 30 value 25.935579
## iter 40 value 18.648053
## iter 50 value 14.068305
## iter 60 value 11.892465
## iter 70 value 10.737682
## iter 80 value 10.040389
## iter 90 value 9.646754
## iter 100 value 9.342793
## final value 9.342793
## stopped after 100 iterations
## # weights: 44
## initial value 475.026500
## iter 10 value 345.075486
## iter 20 value 323.940821
## iter 30 value 320.976647
## iter 40 value 320.074525
## iter 50 value 314.808917
## iter 60 value 313.213971
## iter 70 value 312.330164
## iter 80 value 312.276083
## final value 312.273188
## converged
## # weights: 130
## initial value 567.509801
## iter 10 value 303.525532
## iter 20 value 265.882162
## iter 30 value 237.447189
## iter 40 value 226.889877
## iter 50 value 220.584623
## iter 60 value 216.145215
## iter 70 value 211.936542
## iter 80 value 210.682145
## iter 90 value 209.874090
## iter 100 value 209.283952
## final value 209.283952
## stopped after 100 iterations
## # weights: 216
## initial value 467.982126
## iter 10 value 305.517718
## iter 20 value 207.567301
## iter 30 value 182.817130
## iter 40 value 178.202093
## iter 50 value 175.196782
## iter 60 value 174.012055
## iter 70 value 173.046001
## iter 80 value 172.590172
## iter 90 value 172.244597
## iter 100 value 171.518914
## final value 171.518914
## stopped after 100 iterations
## # weights: 302
## initial value 559.865869
## iter 10 value 248.900094
## iter 20 value 132.697073
## iter 30 value 93.565894
## iter 40 value 81.874330
## iter 50 value 76.444250
## iter 60 value 74.642483
## iter 70 value 72.163627
## iter 80 value 71.435511
## iter 90 value 68.723062
## iter 100 value 65.930616
## final value 65.930616
## stopped after 100 iterations
## # weights: 388
## initial value 498.563365
## iter 10 value 233.755969
## iter 20 value 101.787186
## iter 30 value 61.198272
## iter 40 value 46.385597
## iter 50 value 41.992127
## iter 60 value 35.889533
## iter 70 value 33.525247
## iter 80 value 29.401137
## iter 90 value 25.707635
## iter 100 value 23.403033
## final value 23.403033
## stopped after 100 iterations
## # weights: 474
## initial value 481.638037
## iter 10 value 255.874933
## iter 20 value 82.594697
## iter 30 value 44.886465
## iter 40 value 34.804932
## iter 50 value 28.694050
## iter 60 value 20.406954
## iter 70 value 15.358720
## iter 80 value 12.902427
## iter 90 value 10.425280
## iter 100 value 8.689723
## final value 8.689723
## stopped after 100 iterations
## # weights: 560
## initial value 478.192824
## iter 10 value 224.009753
## iter 20 value 59.623959
## iter 30 value 23.641042
## iter 40 value 17.740214
## iter 50 value 14.216567
## iter 60 value 11.907084
## iter 70 value 10.263436
## iter 80 value 8.935588
## iter 90 value 7.867304
## iter 100 value 7.148141
## final value 7.148141
## stopped after 100 iterations
## # weights: 646
## initial value 637.297417
## iter 10 value 219.555669
## iter 20 value 64.591536
## iter 30 value 25.114829
## iter 40 value 15.423704
## iter 50 value 11.627204
## iter 60 value 9.753261
## iter 70 value 8.758549
## iter 80 value 7.704873
## iter 90 value 7.067435
## iter 100 value 6.659923
## final value 6.659923
## stopped after 100 iterations
## # weights: 732
## initial value 499.683669
## iter 10 value 223.017297
## iter 20 value 31.099217
## iter 30 value 12.893682
## iter 40 value 9.528255
## iter 50 value 7.511592
## iter 60 value 6.385507
## iter 70 value 5.643533
## iter 80 value 5.226076
## iter 90 value 4.966767
## iter 100 value 4.814253
## final value 4.814253
## stopped after 100 iterations
## # weights: 818
## initial value 572.720455
## iter 10 value 191.725405
## iter 20 value 33.158624
## iter 30 value 12.779966
## iter 40 value 9.058668
## iter 50 value 7.278000
## iter 60 value 6.104336
## iter 70 value 5.430715
## iter 80 value 5.038635
## iter 90 value 4.772531
## iter 100 value 4.605456
## final value 4.605456
## stopped after 100 iterations
## # weights: 44
## initial value 564.637674
## iter 10 value 343.769379
## iter 20 value 323.749130
## iter 30 value 318.637612
## iter 40 value 315.104374
## iter 50 value 311.899769
## iter 60 value 311.694151
## iter 70 value 311.615410
## iter 80 value 311.515209
## iter 90 value 311.513262
## iter 100 value 311.513129
## final value 311.513129
## stopped after 100 iterations
## # weights: 130
## initial value 742.663415
## iter 10 value 290.380766
## iter 20 value 244.452069
## iter 30 value 215.308992
## iter 40 value 198.714307
## iter 50 value 191.850090
## iter 60 value 189.687533
## iter 70 value 188.566685
## iter 80 value 187.722688
## iter 90 value 187.032862
## iter 100 value 186.233397
## final value 186.233397
## stopped after 100 iterations
## # weights: 216
## initial value 542.094611
## iter 10 value 296.006823
## iter 20 value 204.601816
## iter 30 value 167.470310
## iter 40 value 160.293639
## iter 50 value 158.119213
## iter 60 value 156.025351
## iter 70 value 155.110007
## iter 80 value 154.374984
## iter 90 value 154.229123
## iter 100 value 153.953555
## final value 153.953555
## stopped after 100 iterations
## # weights: 302
## initial value 604.070699
## iter 10 value 238.376637
## iter 20 value 131.699287
## iter 30 value 88.670687
## iter 40 value 73.517764
## iter 50 value 63.335263
## iter 60 value 59.159714
## iter 70 value 58.108865
## iter 80 value 57.597963
## iter 90 value 57.270530
## iter 100 value 56.798257
## final value 56.798257
## stopped after 100 iterations
## # weights: 388
## initial value 473.248196
## iter 10 value 250.975957
## iter 20 value 121.902462
## iter 30 value 80.270578
## iter 40 value 65.826709
## iter 50 value 62.832787
## iter 60 value 61.439945
## iter 70 value 59.508582
## iter 80 value 57.727508
## iter 90 value 45.790201
## iter 100 value 44.786113
## final value 44.786113
## stopped after 100 iterations
## # weights: 474
## initial value 536.425417
## iter 10 value 225.632767
## iter 20 value 109.497854
## iter 30 value 56.573178
## iter 40 value 41.027998
## iter 50 value 31.395422
## iter 60 value 24.928313
## iter 70 value 20.428480
## iter 80 value 17.559714
## iter 90 value 14.678806
## iter 100 value 12.799640
## final value 12.799640
## stopped after 100 iterations
## # weights: 560
## initial value 753.336925
## iter 10 value 236.702414
## iter 20 value 74.265152
## iter 30 value 29.562993
## iter 40 value 20.079860
## iter 50 value 16.088797
## iter 60 value 12.704414
## iter 70 value 9.802068
## iter 80 value 8.709640
## iter 90 value 7.215872
## iter 100 value 5.858229
## final value 5.858229
## stopped after 100 iterations
## # weights: 646
## initial value 597.338245
## iter 10 value 215.119511
## iter 20 value 40.222159
## iter 30 value 10.509116
## iter 40 value 7.652587
## iter 50 value 6.064881
## iter 60 value 4.893311
## iter 70 value 4.211714
## iter 80 value 3.854900
## iter 90 value 3.608149
## iter 100 value 3.452833
## final value 3.452833
## stopped after 100 iterations
## # weights: 732
## initial value 569.334993
## iter 10 value 209.778748
## iter 20 value 36.752572
## iter 30 value 9.211212
## iter 40 value 6.387796
## iter 50 value 4.771472
## iter 60 value 3.903410
## iter 70 value 3.456652
## iter 80 value 3.161157
## iter 90 value 2.953370
## iter 100 value 2.819478
## final value 2.819478
## stopped after 100 iterations
## # weights: 818
## initial value 883.299944
## iter 10 value 205.575157
## iter 20 value 27.198131
## iter 30 value 7.383684
## iter 40 value 4.880881
## iter 50 value 3.693439
## iter 60 value 3.208135
## iter 70 value 2.925105
## iter 80 value 2.717678
## iter 90 value 2.578760
## iter 100 value 2.455415
## final value 2.455415
## stopped after 100 iterations
## # weights: 44
## initial value 455.752816
## iter 10 value 337.742292
## iter 20 value 316.760521
## iter 30 value 311.659798
## iter 40 value 302.174377
## iter 50 value 298.811308
## iter 60 value 298.545555
## iter 70 value 298.517261
## iter 80 value 298.512549
## iter 90 value 298.511467
## final value 298.511333
## converged
## # weights: 130
## initial value 461.230905
## iter 10 value 331.985058
## iter 20 value 255.876290
## iter 30 value 234.883611
## iter 40 value 225.410234
## iter 50 value 219.627744
## iter 60 value 213.974087
## iter 70 value 211.610675
## iter 80 value 211.093818
## iter 90 value 210.848797
## iter 100 value 210.436102
## final value 210.436102
## stopped after 100 iterations
## # weights: 216
## initial value 452.241824
## iter 10 value 299.171390
## iter 20 value 217.400781
## iter 30 value 149.146358
## iter 40 value 130.936549
## iter 50 value 125.779801
## iter 60 value 121.859401
## iter 70 value 119.853041
## iter 80 value 119.123602
## iter 90 value 118.436572
## iter 100 value 117.158983
## final value 117.158983
## stopped after 100 iterations
## # weights: 302
## initial value 571.665393
## iter 10 value 271.881970
## iter 20 value 161.101971
## iter 30 value 110.589664
## iter 40 value 93.737686
## iter 50 value 87.905236
## iter 60 value 86.078462
## iter 70 value 84.727271
## iter 80 value 83.874294
## iter 90 value 83.445710
## iter 100 value 82.481773
## final value 82.481773
## stopped after 100 iterations
## # weights: 388
## initial value 496.919399
## iter 10 value 256.075213
## iter 20 value 97.304042
## iter 30 value 53.655400
## iter 40 value 31.772532
## iter 50 value 25.893061
## iter 60 value 23.550791
## iter 70 value 21.979166
## iter 80 value 20.586540
## iter 90 value 19.508153
## iter 100 value 11.300720
## final value 11.300720
## stopped after 100 iterations
## # weights: 474
## initial value 471.138661
## iter 10 value 266.117989
## iter 20 value 120.115656
## iter 30 value 54.776396
## iter 40 value 43.265704
## iter 50 value 30.573124
## iter 60 value 26.184759
## iter 70 value 24.494636
## iter 80 value 21.575724
## iter 90 value 18.332876
## iter 100 value 16.295045
## final value 16.295045
## stopped after 100 iterations
## # weights: 560
## initial value 858.570595
## iter 10 value 244.136557
## iter 20 value 64.657963
## iter 30 value 23.247287
## iter 40 value 11.665104
## iter 50 value 8.492486
## iter 60 value 6.571644
## iter 70 value 5.341131
## iter 80 value 4.412236
## iter 90 value 3.791044
## iter 100 value 3.242574
## final value 3.242574
## stopped after 100 iterations
## # weights: 646
## initial value 490.748260
## iter 10 value 196.477147
## iter 20 value 35.099618
## iter 30 value 9.698122
## iter 40 value 3.603282
## iter 50 value 2.883974
## iter 60 value 2.417065
## iter 70 value 2.110067
## iter 80 value 1.868616
## iter 90 value 1.673097
## iter 100 value 1.559085
## final value 1.559085
## stopped after 100 iterations
## # weights: 732
## initial value 502.361422
## iter 10 value 225.434735
## iter 20 value 30.218800
## iter 30 value 8.344288
## iter 40 value 3.549080
## iter 50 value 2.848792
## iter 60 value 2.319509
## iter 70 value 1.932936
## iter 80 value 1.697884
## iter 90 value 1.527250
## iter 100 value 1.416867
## final value 1.416867
## stopped after 100 iterations
## # weights: 818
## initial value 499.739562
## iter 10 value 213.086053
## iter 20 value 31.877249
## iter 30 value 5.831029
## iter 40 value 3.374066
## iter 50 value 2.515825
## iter 60 value 2.044664
## iter 70 value 1.790159
## iter 80 value 1.608124
## iter 90 value 1.499897
## iter 100 value 1.411448
## final value 1.411448
## stopped after 100 iterations
## # weights: 44
## initial value 448.709962
## iter 10 value 337.343712
## iter 20 value 319.666158
## iter 30 value 316.023313
## iter 40 value 312.623520
## iter 50 value 303.907217
## iter 60 value 301.713885
## iter 70 value 301.398523
## iter 80 value 301.295852
## iter 90 value 301.229816
## iter 100 value 301.209448
## final value 301.209448
## stopped after 100 iterations
## # weights: 130
## initial value 486.930196
## iter 10 value 334.140133
## iter 20 value 274.740696
## iter 30 value 240.815776
## iter 40 value 218.274400
## iter 50 value 208.896741
## iter 60 value 202.912086
## iter 70 value 198.339195
## iter 80 value 197.664020
## iter 90 value 197.512618
## iter 100 value 197.386898
## final value 197.386898
## stopped after 100 iterations
## # weights: 216
## initial value 454.411845
## iter 10 value 284.810313
## iter 20 value 202.405503
## iter 30 value 179.126964
## iter 40 value 171.172036
## iter 50 value 162.364090
## iter 60 value 152.293494
## iter 70 value 150.251170
## iter 80 value 146.619397
## iter 90 value 143.739375
## iter 100 value 140.378678
## final value 140.378678
## stopped after 100 iterations
## # weights: 302
## initial value 505.198948
## iter 10 value 284.130354
## iter 20 value 187.092369
## iter 30 value 133.170560
## iter 40 value 114.214169
## iter 50 value 106.297204
## iter 60 value 99.529765
## iter 70 value 95.751672
## iter 80 value 92.515465
## iter 90 value 91.971949
## iter 100 value 91.085686
## final value 91.085686
## stopped after 100 iterations
## # weights: 388
## initial value 508.387196
## iter 10 value 238.686808
## iter 20 value 102.612300
## iter 30 value 54.612172
## iter 40 value 42.220655
## iter 50 value 30.704710
## iter 60 value 28.382345
## iter 70 value 25.879417
## iter 80 value 24.714047
## iter 90 value 23.907272
## iter 100 value 23.247037
## final value 23.247037
## stopped after 100 iterations
## # weights: 474
## initial value 640.654746
## iter 10 value 246.757071
## iter 20 value 79.383763
## iter 30 value 27.811139
## iter 40 value 15.786927
## iter 50 value 10.447465
## iter 60 value 9.705168
## iter 70 value 9.050212
## iter 80 value 8.517772
## iter 90 value 6.898551
## iter 100 value 6.239260
## final value 6.239260
## stopped after 100 iterations
## # weights: 560
## initial value 468.358364
## iter 10 value 286.114134
## iter 20 value 119.333140
## iter 30 value 45.208369
## iter 40 value 22.926544
## iter 50 value 14.530214
## iter 60 value 11.121007
## iter 70 value 7.712954
## iter 80 value 6.710158
## iter 90 value 6.015707
## iter 100 value 5.371384
## final value 5.371384
## stopped after 100 iterations
## # weights: 646
## initial value 904.507509
## iter 10 value 208.926344
## iter 20 value 30.149898
## iter 30 value 7.093761
## iter 40 value 1.999755
## iter 50 value 1.644857
## iter 60 value 1.370067
## iter 70 value 1.155464
## iter 80 value 1.012024
## iter 90 value 0.896080
## iter 100 value 0.826122
## final value 0.826122
## stopped after 100 iterations
## # weights: 732
## initial value 563.716899
## iter 10 value 190.131906
## iter 20 value 17.843584
## iter 30 value 2.297620
## iter 40 value 1.830531
## iter 50 value 1.579207
## iter 60 value 1.385532
## iter 70 value 1.237134
## iter 80 value 1.110344
## iter 90 value 1.011357
## iter 100 value 0.933656
## final value 0.933656
## stopped after 100 iterations
## # weights: 818
## initial value 494.604535
## iter 10 value 218.254946
## iter 20 value 20.981446
## iter 30 value 3.221680
## iter 40 value 1.629109
## iter 50 value 1.298538
## iter 60 value 1.068030
## iter 70 value 0.901491
## iter 80 value 0.798579
## iter 90 value 0.729956
## iter 100 value 0.685679
## final value 0.685679
## stopped after 100 iterations
## # weights: 44
## initial value 648.364272
## iter 10 value 386.723348
## iter 20 value 345.005063
## iter 30 value 336.112524
## iter 40 value 332.988705
## iter 50 value 328.277037
## iter 60 value 326.133273
## iter 70 value 325.814110
## iter 80 value 325.417017
## iter 90 value 325.262300
## iter 100 value 325.217511
## final value 325.217511
## stopped after 100 iterations
## # weights: 130
## initial value 642.142746
## iter 10 value 311.736491
## iter 20 value 247.792474
## iter 30 value 224.757972
## iter 40 value 212.388438
## iter 50 value 209.787329
## iter 60 value 208.881040
## iter 70 value 208.459115
## iter 80 value 208.360839
## iter 90 value 208.289984
## iter 100 value 208.207131
## final value 208.207131
## stopped after 100 iterations
## # weights: 216
## initial value 824.002234
## iter 10 value 296.312042
## iter 20 value 215.620932
## iter 30 value 163.377984
## iter 40 value 145.558067
## iter 50 value 135.953963
## iter 60 value 129.890313
## iter 70 value 122.797731
## iter 80 value 120.188440
## iter 90 value 119.420771
## iter 100 value 119.122164
## final value 119.122164
## stopped after 100 iterations
## # weights: 302
## initial value 470.285748
## iter 10 value 270.681239
## iter 20 value 179.899716
## iter 30 value 127.771941
## iter 40 value 108.358840
## iter 50 value 97.806045
## iter 60 value 90.117295
## iter 70 value 88.671032
## iter 80 value 87.696396
## iter 90 value 86.844090
## iter 100 value 85.820894
## final value 85.820894
## stopped after 100 iterations
## # weights: 388
## initial value 542.529664
## iter 10 value 238.721472
## iter 20 value 102.606924
## iter 30 value 59.269433
## iter 40 value 42.809405
## iter 50 value 33.994972
## iter 60 value 33.040792
## iter 70 value 32.398661
## iter 80 value 30.271802
## iter 90 value 29.144058
## iter 100 value 26.996688
## final value 26.996688
## stopped after 100 iterations
## # weights: 474
## initial value 482.725647
## iter 10 value 240.147249
## iter 20 value 64.292818
## iter 30 value 16.482610
## iter 40 value 5.464848
## iter 50 value 4.281030
## iter 60 value 4.040913
## iter 70 value 3.829089
## iter 80 value 3.670387
## iter 90 value 3.361040
## iter 100 value 3.100093
## final value 3.100093
## stopped after 100 iterations
## # weights: 560
## initial value 485.124411
## iter 10 value 251.873099
## iter 20 value 76.248671
## iter 30 value 27.671192
## iter 40 value 15.973087
## iter 50 value 8.689952
## iter 60 value 6.175407
## iter 70 value 5.742369
## iter 80 value 5.541209
## iter 90 value 5.264613
## iter 100 value 4.959230
## final value 4.959230
## stopped after 100 iterations
## # weights: 646
## initial value 460.816672
## iter 10 value 203.821442
## iter 20 value 38.568068
## iter 30 value 5.371896
## iter 40 value 1.442251
## iter 50 value 1.304541
## iter 60 value 1.187577
## iter 70 value 1.075865
## iter 80 value 0.965432
## iter 90 value 0.860256
## iter 100 value 0.801449
## final value 0.801449
## stopped after 100 iterations
## # weights: 732
## initial value 532.928328
## iter 10 value 216.822584
## iter 20 value 29.502200
## iter 30 value 3.787090
## iter 40 value 2.406297
## iter 50 value 2.248023
## iter 60 value 2.122280
## iter 70 value 1.360153
## iter 80 value 0.630804
## iter 90 value 0.584876
## iter 100 value 0.548974
## final value 0.548974
## stopped after 100 iterations
## # weights: 818
## initial value 696.209587
## iter 10 value 206.033196
## iter 20 value 27.167937
## iter 30 value 2.953612
## iter 40 value 0.715493
## iter 50 value 0.642619
## iter 60 value 0.582775
## iter 70 value 0.528566
## iter 80 value 0.481032
## iter 90 value 0.446573
## iter 100 value 0.415156
## final value 0.415156
## stopped after 100 iterations
## # weights: 44
## initial value 499.495300
## iter 10 value 342.984475
## iter 20 value 320.581086
## iter 30 value 313.147538
## iter 40 value 309.366753
## iter 50 value 299.840409
## iter 60 value 298.363752
## iter 70 value 298.360438
## iter 70 value 298.360436
## iter 70 value 298.360436
## final value 298.360436
## converged
## # weights: 130
## initial value 473.823603
## iter 10 value 291.147877
## iter 20 value 246.867670
## iter 30 value 227.598669
## iter 40 value 220.623291
## iter 50 value 212.366155
## iter 60 value 210.233476
## iter 70 value 210.183675
## iter 80 value 210.183324
## final value 210.183102
## converged
## # weights: 216
## initial value 466.431373
## iter 10 value 274.185981
## iter 20 value 191.369156
## iter 30 value 153.233714
## iter 40 value 136.318236
## iter 50 value 128.574833
## iter 60 value 118.132040
## iter 70 value 114.553326
## iter 80 value 113.146325
## iter 90 value 112.723991
## iter 100 value 112.469536
## final value 112.469536
## stopped after 100 iterations
## # weights: 302
## initial value 486.732527
## iter 10 value 259.621310
## iter 20 value 144.969042
## iter 30 value 93.329442
## iter 40 value 71.653880
## iter 50 value 62.568211
## iter 60 value 56.875208
## iter 70 value 54.783587
## iter 80 value 53.110697
## iter 90 value 51.533098
## iter 100 value 49.954765
## final value 49.954765
## stopped after 100 iterations
## # weights: 388
## initial value 701.500061
## iter 10 value 245.718395
## iter 20 value 106.722687
## iter 30 value 63.186502
## iter 40 value 43.917691
## iter 50 value 38.639239
## iter 60 value 34.853467
## iter 70 value 30.945960
## iter 80 value 30.132140
## iter 90 value 29.774637
## iter 100 value 29.251498
## final value 29.251498
## stopped after 100 iterations
## # weights: 474
## initial value 507.729250
## iter 10 value 209.788781
## iter 20 value 61.019366
## iter 30 value 18.396044
## iter 40 value 6.413120
## iter 50 value 2.878082
## iter 60 value 1.104885
## iter 70 value 0.241362
## iter 80 value 0.021762
## iter 90 value 0.005948
## iter 100 value 0.000406
## final value 0.000406
## stopped after 100 iterations
## # weights: 560
## initial value 833.323668
## iter 10 value 213.338187
## iter 20 value 59.474925
## iter 30 value 12.708607
## iter 40 value 1.639395
## iter 50 value 0.086314
## iter 60 value 0.006171
## iter 70 value 0.001576
## iter 80 value 0.000387
## iter 90 value 0.000149
## final value 0.000093
## converged
## # weights: 646
## initial value 586.884700
## iter 10 value 215.390485
## iter 20 value 40.949176
## iter 30 value 8.170690
## iter 40 value 0.518084
## iter 50 value 0.026898
## iter 60 value 0.003825
## iter 70 value 0.001748
## iter 80 value 0.000443
## iter 90 value 0.000149
## final value 0.000098
## converged
## # weights: 732
## initial value 525.069149
## iter 10 value 221.304577
## iter 20 value 42.287036
## iter 30 value 7.109593
## iter 40 value 1.285611
## iter 50 value 0.051876
## iter 60 value 0.007841
## iter 70 value 0.002157
## iter 80 value 0.000821
## iter 90 value 0.000301
## iter 100 value 0.000171
## final value 0.000171
## stopped after 100 iterations
## # weights: 818
## initial value 539.863204
## iter 10 value 189.058482
## iter 20 value 36.756956
## iter 30 value 4.856088
## iter 40 value 0.143812
## iter 50 value 0.012134
## iter 60 value 0.002819
## iter 70 value 0.001056
## iter 80 value 0.000507
## iter 90 value 0.000204
## final value 0.000098
## converged
## # weights: 44
## initial value 439.998495
## iter 10 value 365.352897
## iter 20 value 346.500248
## iter 30 value 339.364494
## iter 40 value 331.359190
## iter 50 value 328.053237
## iter 60 value 324.845230
## iter 70 value 320.256015
## iter 80 value 318.120442
## iter 90 value 315.356478
## iter 100 value 311.982351
## final value 311.982351
## stopped after 100 iterations
## # weights: 130
## initial value 682.283243
## iter 10 value 296.245966
## iter 20 value 262.619974
## iter 30 value 245.621592
## iter 40 value 233.924363
## iter 50 value 227.561834
## iter 60 value 225.687427
## iter 70 value 224.905135
## iter 80 value 223.759194
## iter 90 value 222.153279
## iter 100 value 221.527316
## final value 221.527316
## stopped after 100 iterations
## # weights: 216
## initial value 573.926361
## iter 10 value 295.908596
## iter 20 value 245.142581
## iter 30 value 213.128781
## iter 40 value 194.356033
## iter 50 value 183.083220
## iter 60 value 174.730038
## iter 70 value 170.168343
## iter 80 value 166.509631
## iter 90 value 163.494223
## iter 100 value 162.078320
## final value 162.078320
## stopped after 100 iterations
## # weights: 302
## initial value 476.814826
## iter 10 value 294.153172
## iter 20 value 221.346081
## iter 30 value 180.540379
## iter 40 value 154.178812
## iter 50 value 140.169721
## iter 60 value 129.924943
## iter 70 value 121.646870
## iter 80 value 115.273522
## iter 90 value 109.896976
## iter 100 value 106.395604
## final value 106.395604
## stopped after 100 iterations
## # weights: 388
## initial value 627.002757
## iter 10 value 288.793488
## iter 20 value 194.913303
## iter 30 value 154.256951
## iter 40 value 129.950617
## iter 50 value 118.578306
## iter 60 value 109.056327
## iter 70 value 100.908951
## iter 80 value 97.254958
## iter 90 value 94.838033
## iter 100 value 92.484395
## final value 92.484395
## stopped after 100 iterations
## # weights: 474
## initial value 730.701718
## iter 10 value 251.228555
## iter 20 value 162.228739
## iter 30 value 119.251307
## iter 40 value 97.671848
## iter 50 value 88.441688
## iter 60 value 83.873686
## iter 70 value 81.792607
## iter 80 value 79.804592
## iter 90 value 78.147363
## iter 100 value 77.095567
## final value 77.095567
## stopped after 100 iterations
## # weights: 560
## initial value 992.629222
## iter 10 value 251.444698
## iter 20 value 152.649687
## iter 30 value 117.767622
## iter 40 value 101.291521
## iter 50 value 89.686945
## iter 60 value 82.366465
## iter 70 value 77.598238
## iter 80 value 74.216994
## iter 90 value 72.081993
## iter 100 value 70.601033
## final value 70.601033
## stopped after 100 iterations
## # weights: 646
## initial value 556.018771
## iter 10 value 225.021228
## iter 20 value 125.784649
## iter 30 value 94.447410
## iter 40 value 82.972810
## iter 50 value 77.883359
## iter 60 value 74.970664
## iter 70 value 72.630470
## iter 80 value 70.440123
## iter 90 value 69.039817
## iter 100 value 68.012582
## final value 68.012582
## stopped after 100 iterations
## # weights: 732
## initial value 612.072443
## iter 10 value 238.468728
## iter 20 value 135.319861
## iter 30 value 94.379730
## iter 40 value 79.763786
## iter 50 value 73.847050
## iter 60 value 71.325910
## iter 70 value 68.786089
## iter 80 value 67.180232
## iter 90 value 65.414582
## iter 100 value 63.913863
## final value 63.913863
## stopped after 100 iterations
## # weights: 818
## initial value 941.588086
## iter 10 value 237.717204
## iter 20 value 131.954773
## iter 30 value 92.987210
## iter 40 value 77.540867
## iter 50 value 71.107550
## iter 60 value 68.593168
## iter 70 value 66.207430
## iter 80 value 64.776137
## iter 90 value 63.506503
## iter 100 value 62.507456
## final value 62.507456
## stopped after 100 iterations
## # weights: 44
## initial value 466.096903
## iter 10 value 342.521844
## iter 20 value 331.405437
## iter 30 value 326.744498
## iter 40 value 324.339546
## iter 50 value 323.344076
## iter 60 value 321.695193
## iter 70 value 321.481949
## final value 321.481468
## converged
## # weights: 130
## initial value 512.087118
## iter 10 value 328.855864
## iter 20 value 283.777539
## iter 30 value 253.793139
## iter 40 value 243.857808
## iter 50 value 240.685807
## iter 60 value 239.159887
## iter 70 value 237.703284
## iter 80 value 236.529856
## iter 90 value 226.974532
## iter 100 value 223.998210
## final value 223.998210
## stopped after 100 iterations
## # weights: 216
## initial value 516.928726
## iter 10 value 314.557572
## iter 20 value 234.145565
## iter 30 value 203.743403
## iter 40 value 189.578133
## iter 50 value 176.248699
## iter 60 value 167.975338
## iter 70 value 155.370658
## iter 80 value 147.394600
## iter 90 value 143.479291
## iter 100 value 140.222917
## final value 140.222917
## stopped after 100 iterations
## # weights: 302
## initial value 599.990818
## iter 10 value 269.165190
## iter 20 value 174.347132
## iter 30 value 145.296484
## iter 40 value 122.956693
## iter 50 value 100.647141
## iter 60 value 91.014587
## iter 70 value 84.955155
## iter 80 value 80.549035
## iter 90 value 76.733107
## iter 100 value 73.621697
## final value 73.621697
## stopped after 100 iterations
## # weights: 388
## initial value 542.449237
## iter 10 value 226.751258
## iter 20 value 128.157806
## iter 30 value 95.297428
## iter 40 value 79.199003
## iter 50 value 67.089779
## iter 60 value 61.776070
## iter 70 value 57.125308
## iter 80 value 54.362857
## iter 90 value 52.448529
## iter 100 value 50.727916
## final value 50.727916
## stopped after 100 iterations
## # weights: 474
## initial value 503.766679
## iter 10 value 224.251897
## iter 20 value 122.867981
## iter 30 value 94.234986
## iter 40 value 79.598419
## iter 50 value 72.403796
## iter 60 value 68.156538
## iter 70 value 63.980374
## iter 80 value 59.808867
## iter 90 value 55.603292
## iter 100 value 51.860141
## final value 51.860141
## stopped after 100 iterations
## # weights: 560
## initial value 478.231850
## iter 10 value 233.697311
## iter 20 value 103.817732
## iter 30 value 80.308165
## iter 40 value 66.989955
## iter 50 value 58.109144
## iter 60 value 52.041139
## iter 70 value 48.014322
## iter 80 value 44.871499
## iter 90 value 42.719470
## iter 100 value 41.445781
## final value 41.445781
## stopped after 100 iterations
## # weights: 646
## initial value 687.590942
## iter 10 value 241.483952
## iter 20 value 105.386230
## iter 30 value 75.287933
## iter 40 value 55.066664
## iter 50 value 47.561100
## iter 60 value 44.314424
## iter 70 value 41.968795
## iter 80 value 40.155848
## iter 90 value 38.622125
## iter 100 value 37.484302
## final value 37.484302
## stopped after 100 iterations
## # weights: 732
## initial value 545.268146
## iter 10 value 229.554394
## iter 20 value 92.334666
## iter 30 value 68.671741
## iter 40 value 51.779366
## iter 50 value 42.703439
## iter 60 value 38.777336
## iter 70 value 36.914816
## iter 80 value 36.000897
## iter 90 value 35.301150
## iter 100 value 34.698429
## final value 34.698429
## stopped after 100 iterations
## # weights: 818
## initial value 994.946147
## iter 10 value 229.738643
## iter 20 value 90.503254
## iter 30 value 68.501288
## iter 40 value 51.466438
## iter 50 value 44.099428
## iter 60 value 39.865069
## iter 70 value 37.049627
## iter 80 value 35.501144
## iter 90 value 34.320891
## iter 100 value 33.472267
## final value 33.472267
## stopped after 100 iterations
## # weights: 44
## initial value 451.379972
## iter 10 value 398.368184
## iter 20 value 350.451666
## iter 30 value 342.244780
## iter 40 value 332.139982
## iter 50 value 323.612101
## iter 60 value 311.899794
## iter 70 value 307.989725
## iter 80 value 306.696527
## iter 90 value 306.531439
## iter 100 value 306.511276
## final value 306.511276
## stopped after 100 iterations
## # weights: 130
## initial value 634.421027
## iter 10 value 283.221962
## iter 20 value 247.832969
## iter 30 value 228.383114
## iter 40 value 218.974004
## iter 50 value 215.971116
## iter 60 value 211.568888
## iter 70 value 207.574952
## iter 80 value 206.545996
## iter 90 value 206.041770
## iter 100 value 205.869281
## final value 205.869281
## stopped after 100 iterations
## # weights: 216
## initial value 464.001087
## iter 10 value 271.773252
## iter 20 value 183.193383
## iter 30 value 155.715719
## iter 40 value 134.813693
## iter 50 value 127.597388
## iter 60 value 124.120674
## iter 70 value 121.746647
## iter 80 value 119.510730
## iter 90 value 118.146453
## iter 100 value 115.067376
## final value 115.067376
## stopped after 100 iterations
## # weights: 302
## initial value 472.984924
## iter 10 value 267.501906
## iter 20 value 149.001294
## iter 30 value 114.206846
## iter 40 value 103.140604
## iter 50 value 97.010589
## iter 60 value 89.920262
## iter 70 value 83.668980
## iter 80 value 77.285208
## iter 90 value 72.718293
## iter 100 value 63.219693
## final value 63.219693
## stopped after 100 iterations
## # weights: 388
## initial value 919.823444
## iter 10 value 260.705161
## iter 20 value 169.748519
## iter 30 value 114.070633
## iter 40 value 92.097449
## iter 50 value 80.185791
## iter 60 value 66.865166
## iter 70 value 59.459262
## iter 80 value 52.892513
## iter 90 value 46.185285
## iter 100 value 41.452061
## final value 41.452061
## stopped after 100 iterations
## # weights: 474
## initial value 543.017291
## iter 10 value 249.321141
## iter 20 value 120.717661
## iter 30 value 88.491237
## iter 40 value 69.927342
## iter 50 value 49.050675
## iter 60 value 40.268511
## iter 70 value 35.311216
## iter 80 value 30.963631
## iter 90 value 27.942400
## iter 100 value 25.844988
## final value 25.844988
## stopped after 100 iterations
## # weights: 560
## initial value 597.796484
## iter 10 value 245.412475
## iter 20 value 90.545107
## iter 30 value 59.143354
## iter 40 value 42.401834
## iter 50 value 35.032422
## iter 60 value 29.933472
## iter 70 value 26.842008
## iter 80 value 25.372349
## iter 90 value 24.373415
## iter 100 value 23.672842
## final value 23.672842
## stopped after 100 iterations
## # weights: 646
## initial value 475.161081
## iter 10 value 192.645190
## iter 20 value 59.356006
## iter 30 value 42.362160
## iter 40 value 31.950777
## iter 50 value 26.706852
## iter 60 value 23.615939
## iter 70 value 21.692920
## iter 80 value 20.519186
## iter 90 value 19.751225
## iter 100 value 19.135812
## final value 19.135812
## stopped after 100 iterations
## # weights: 732
## initial value 428.625164
## iter 10 value 215.428379
## iter 20 value 58.483587
## iter 30 value 38.754965
## iter 40 value 27.368142
## iter 50 value 23.486829
## iter 60 value 21.394291
## iter 70 value 19.999302
## iter 80 value 19.245067
## iter 90 value 18.809597
## iter 100 value 18.364353
## final value 18.364353
## stopped after 100 iterations
## # weights: 818
## initial value 813.234702
## iter 10 value 209.400667
## iter 20 value 58.865910
## iter 30 value 39.300498
## iter 40 value 28.070539
## iter 50 value 23.151951
## iter 60 value 21.142200
## iter 70 value 19.803849
## iter 80 value 18.869527
## iter 90 value 18.214913
## iter 100 value 17.750530
## final value 17.750530
## stopped after 100 iterations
## # weights: 44
## initial value 544.186963
## iter 10 value 338.726899
## iter 20 value 316.728729
## iter 30 value 312.600604
## iter 40 value 310.764683
## iter 50 value 305.563371
## iter 60 value 304.952682
## iter 70 value 304.930555
## final value 304.930523
## converged
## # weights: 130
## initial value 499.173193
## iter 10 value 302.988119
## iter 20 value 264.817766
## iter 30 value 242.325939
## iter 40 value 229.348646
## iter 50 value 223.933437
## iter 60 value 222.698281
## iter 70 value 222.268310
## iter 80 value 222.007642
## iter 90 value 221.798684
## iter 100 value 221.618359
## final value 221.618359
## stopped after 100 iterations
## # weights: 216
## initial value 645.832181
## iter 10 value 257.103465
## iter 20 value 187.595828
## iter 30 value 162.960601
## iter 40 value 148.893141
## iter 50 value 143.100778
## iter 60 value 138.035606
## iter 70 value 136.773782
## iter 80 value 136.278640
## iter 90 value 135.609753
## iter 100 value 133.092457
## final value 133.092457
## stopped after 100 iterations
## # weights: 302
## initial value 735.195579
## iter 10 value 255.791601
## iter 20 value 153.789665
## iter 30 value 120.909638
## iter 40 value 107.711118
## iter 50 value 103.020007
## iter 60 value 100.162553
## iter 70 value 94.905694
## iter 80 value 90.671008
## iter 90 value 88.077827
## iter 100 value 85.259393
## final value 85.259393
## stopped after 100 iterations
## # weights: 388
## initial value 483.455586
## iter 10 value 249.900512
## iter 20 value 116.734555
## iter 30 value 79.959564
## iter 40 value 63.402493
## iter 50 value 54.397064
## iter 60 value 48.070170
## iter 70 value 42.866771
## iter 80 value 39.113256
## iter 90 value 33.647123
## iter 100 value 28.134830
## final value 28.134830
## stopped after 100 iterations
## # weights: 474
## initial value 511.235462
## iter 10 value 236.350074
## iter 20 value 87.243889
## iter 30 value 55.218281
## iter 40 value 42.404868
## iter 50 value 34.248447
## iter 60 value 29.476977
## iter 70 value 25.150666
## iter 80 value 22.084833
## iter 90 value 19.907333
## iter 100 value 18.371778
## final value 18.371778
## stopped after 100 iterations
## # weights: 560
## initial value 702.239031
## iter 10 value 207.517561
## iter 20 value 61.082468
## iter 30 value 40.477108
## iter 40 value 31.059804
## iter 50 value 23.722251
## iter 60 value 20.252273
## iter 70 value 17.739400
## iter 80 value 16.005659
## iter 90 value 14.630273
## iter 100 value 13.757768
## final value 13.757768
## stopped after 100 iterations
## # weights: 646
## initial value 480.127036
## iter 10 value 210.756738
## iter 20 value 44.021459
## iter 30 value 26.554990
## iter 40 value 17.555951
## iter 50 value 13.623720
## iter 60 value 11.932911
## iter 70 value 11.164808
## iter 80 value 10.665447
## iter 90 value 10.230287
## iter 100 value 9.991854
## final value 9.991854
## stopped after 100 iterations
## # weights: 732
## initial value 513.047561
## iter 10 value 207.071697
## iter 20 value 44.207307
## iter 30 value 23.381934
## iter 40 value 16.643054
## iter 50 value 13.169116
## iter 60 value 11.628029
## iter 70 value 10.773584
## iter 80 value 10.312876
## iter 90 value 9.961933
## iter 100 value 9.707476
## final value 9.707476
## stopped after 100 iterations
## # weights: 818
## initial value 474.712151
## iter 10 value 207.511822
## iter 20 value 44.572217
## iter 30 value 23.410558
## iter 40 value 17.171981
## iter 50 value 13.755582
## iter 60 value 12.041283
## iter 70 value 11.026745
## iter 80 value 10.472300
## iter 90 value 9.973371
## iter 100 value 9.572109
## final value 9.572109
## stopped after 100 iterations
## # weights: 44
## initial value 456.458839
## iter 10 value 336.230225
## iter 20 value 321.623281
## iter 30 value 316.485900
## iter 40 value 313.742492
## iter 50 value 310.926229
## iter 60 value 310.701381
## iter 70 value 310.685463
## final value 310.685444
## converged
## # weights: 130
## initial value 681.655567
## iter 10 value 303.637156
## iter 20 value 245.974422
## iter 30 value 215.683330
## iter 40 value 196.043330
## iter 50 value 182.827874
## iter 60 value 177.305423
## iter 70 value 173.802850
## iter 80 value 169.989365
## iter 90 value 169.454019
## iter 100 value 167.673271
## final value 167.673271
## stopped after 100 iterations
## # weights: 216
## initial value 538.353670
## iter 10 value 274.448014
## iter 20 value 199.960714
## iter 30 value 166.420668
## iter 40 value 145.904151
## iter 50 value 138.753578
## iter 60 value 133.069774
## iter 70 value 129.992845
## iter 80 value 128.255669
## iter 90 value 126.737425
## iter 100 value 124.262149
## final value 124.262149
## stopped after 100 iterations
## # weights: 302
## initial value 469.999666
## iter 10 value 269.602831
## iter 20 value 167.421864
## iter 30 value 138.405016
## iter 40 value 130.521666
## iter 50 value 125.095438
## iter 60 value 122.707229
## iter 70 value 121.009776
## iter 80 value 118.322904
## iter 90 value 114.751398
## iter 100 value 111.620261
## final value 111.620261
## stopped after 100 iterations
## # weights: 388
## initial value 465.932517
## iter 10 value 243.380137
## iter 20 value 70.768175
## iter 30 value 40.101294
## iter 40 value 31.451689
## iter 50 value 27.966176
## iter 60 value 23.432677
## iter 70 value 20.242559
## iter 80 value 18.752404
## iter 90 value 17.653429
## iter 100 value 16.777405
## final value 16.777405
## stopped after 100 iterations
## # weights: 474
## initial value 445.707206
## iter 10 value 220.963636
## iter 20 value 63.585324
## iter 30 value 32.288453
## iter 40 value 25.023325
## iter 50 value 19.738565
## iter 60 value 15.747685
## iter 70 value 13.049274
## iter 80 value 10.525600
## iter 90 value 8.875674
## iter 100 value 7.975723
## final value 7.975723
## stopped after 100 iterations
## # weights: 560
## initial value 471.583049
## iter 10 value 240.552225
## iter 20 value 67.979670
## iter 30 value 30.210507
## iter 40 value 20.175673
## iter 50 value 14.781170
## iter 60 value 11.685121
## iter 70 value 10.223117
## iter 80 value 8.975251
## iter 90 value 8.246880
## iter 100 value 7.324125
## final value 7.324125
## stopped after 100 iterations
## # weights: 646
## initial value 475.847375
## iter 10 value 224.655096
## iter 20 value 46.705535
## iter 30 value 17.587733
## iter 40 value 12.244654
## iter 50 value 9.632213
## iter 60 value 8.147587
## iter 70 value 7.387412
## iter 80 value 6.853178
## iter 90 value 6.371057
## iter 100 value 6.041637
## final value 6.041637
## stopped after 100 iterations
## # weights: 732
## initial value 471.646289
## iter 10 value 210.638983
## iter 20 value 30.461270
## iter 30 value 13.045125
## iter 40 value 9.678609
## iter 50 value 7.888824
## iter 60 value 6.887740
## iter 70 value 6.075077
## iter 80 value 5.564994
## iter 90 value 5.219477
## iter 100 value 4.956058
## final value 4.956058
## stopped after 100 iterations
## # weights: 818
## initial value 968.787224
## iter 10 value 208.406923
## iter 20 value 32.977795
## iter 30 value 12.065157
## iter 40 value 8.747804
## iter 50 value 6.920255
## iter 60 value 5.955151
## iter 70 value 5.456135
## iter 80 value 5.054679
## iter 90 value 4.854997
## iter 100 value 4.700585
## final value 4.700585
## stopped after 100 iterations
## # weights: 44
## initial value 468.850068
## iter 10 value 356.379836
## iter 20 value 317.019817
## iter 30 value 309.454456
## iter 40 value 305.441662
## iter 50 value 303.316460
## iter 60 value 290.797555
## iter 70 value 289.903590
## iter 80 value 289.824768
## iter 90 value 289.823503
## final value 289.823498
## converged
## # weights: 130
## initial value 457.641592
## iter 10 value 286.715439
## iter 20 value 235.488729
## iter 30 value 212.494415
## iter 40 value 204.396416
## iter 50 value 200.796180
## iter 60 value 200.089808
## iter 70 value 199.168457
## iter 80 value 198.495503
## iter 90 value 197.867555
## iter 100 value 197.635739
## final value 197.635739
## stopped after 100 iterations
## # weights: 216
## initial value 455.551491
## iter 10 value 277.789751
## iter 20 value 190.886136
## iter 30 value 166.593394
## iter 40 value 160.908958
## iter 50 value 154.456745
## iter 60 value 149.912242
## iter 70 value 147.270638
## iter 80 value 145.214516
## iter 90 value 143.855670
## iter 100 value 141.262591
## final value 141.262591
## stopped after 100 iterations
## # weights: 302
## initial value 532.735114
## iter 10 value 246.442029
## iter 20 value 137.769562
## iter 30 value 95.044576
## iter 40 value 84.857483
## iter 50 value 82.385314
## iter 60 value 81.803899
## iter 70 value 80.251451
## iter 80 value 73.363491
## iter 90 value 72.438564
## iter 100 value 72.214652
## final value 72.214652
## stopped after 100 iterations
## # weights: 388
## initial value 670.481528
## iter 10 value 242.219965
## iter 20 value 104.310302
## iter 30 value 53.567505
## iter 40 value 40.149969
## iter 50 value 36.472880
## iter 60 value 34.691583
## iter 70 value 33.001224
## iter 80 value 29.671051
## iter 90 value 27.352553
## iter 100 value 25.650608
## final value 25.650608
## stopped after 100 iterations
## # weights: 474
## initial value 569.082909
## iter 10 value 248.619228
## iter 20 value 62.067750
## iter 30 value 21.750613
## iter 40 value 13.063651
## iter 50 value 10.220012
## iter 60 value 8.144474
## iter 70 value 6.534542
## iter 80 value 5.199378
## iter 90 value 4.345996
## iter 100 value 3.875362
## final value 3.875362
## stopped after 100 iterations
## # weights: 560
## initial value 500.944257
## iter 10 value 219.631922
## iter 20 value 44.147039
## iter 30 value 13.653782
## iter 40 value 8.541640
## iter 50 value 7.123667
## iter 60 value 6.010902
## iter 70 value 5.134137
## iter 80 value 4.492746
## iter 90 value 4.038205
## iter 100 value 3.642757
## final value 3.642757
## stopped after 100 iterations
## # weights: 646
## initial value 512.767527
## iter 10 value 199.932996
## iter 20 value 37.692604
## iter 30 value 11.288487
## iter 40 value 7.519190
## iter 50 value 6.032640
## iter 60 value 4.755105
## iter 70 value 4.104528
## iter 80 value 3.672969
## iter 90 value 3.323186
## iter 100 value 3.061932
## final value 3.061932
## stopped after 100 iterations
## # weights: 732
## initial value 439.979754
## iter 10 value 197.975213
## iter 20 value 32.006041
## iter 30 value 10.602253
## iter 40 value 6.503762
## iter 50 value 4.692479
## iter 60 value 3.808517
## iter 70 value 3.207582
## iter 80 value 2.853866
## iter 90 value 2.665203
## iter 100 value 2.540694
## final value 2.540694
## stopped after 100 iterations
## # weights: 818
## initial value 586.468484
## iter 10 value 188.362175
## iter 20 value 29.248912
## iter 30 value 8.999425
## iter 40 value 5.745624
## iter 50 value 4.202869
## iter 60 value 3.438301
## iter 70 value 2.970103
## iter 80 value 2.712524
## iter 90 value 2.515815
## iter 100 value 2.389958
## final value 2.389958
## stopped after 100 iterations
## # weights: 44
## initial value 498.780546
## iter 10 value 339.992357
## iter 20 value 314.261425
## iter 30 value 310.952904
## iter 40 value 307.272711
## iter 50 value 299.423545
## iter 60 value 299.076424
## iter 70 value 299.029625
## iter 80 value 299.009749
## iter 90 value 299.008195
## iter 100 value 299.008108
## final value 299.008108
## stopped after 100 iterations
## # weights: 130
## initial value 598.312314
## iter 10 value 311.713827
## iter 20 value 269.198215
## iter 30 value 231.759596
## iter 40 value 212.923427
## iter 50 value 208.463756
## iter 60 value 205.223072
## iter 70 value 199.948803
## iter 80 value 197.592464
## iter 90 value 196.267781
## iter 100 value 194.094231
## final value 194.094231
## stopped after 100 iterations
## # weights: 216
## initial value 668.247058
## iter 10 value 277.453845
## iter 20 value 202.598080
## iter 30 value 164.411955
## iter 40 value 147.135237
## iter 50 value 129.833275
## iter 60 value 121.798826
## iter 70 value 118.706118
## iter 80 value 117.028505
## iter 90 value 116.156226
## iter 100 value 115.672104
## final value 115.672104
## stopped after 100 iterations
## # weights: 302
## initial value 456.849146
## iter 10 value 244.372287
## iter 20 value 152.856256
## iter 30 value 110.083084
## iter 40 value 87.556949
## iter 50 value 82.195490
## iter 60 value 73.942727
## iter 70 value 68.889829
## iter 80 value 63.868743
## iter 90 value 61.929875
## iter 100 value 60.401117
## final value 60.401117
## stopped after 100 iterations
## # weights: 388
## initial value 556.464582
## iter 10 value 265.527109
## iter 20 value 122.666647
## iter 30 value 76.152188
## iter 40 value 61.346235
## iter 50 value 53.900601
## iter 60 value 51.758434
## iter 70 value 48.510062
## iter 80 value 45.280822
## iter 90 value 43.531595
## iter 100 value 42.512182
## final value 42.512182
## stopped after 100 iterations
## # weights: 474
## initial value 520.542714
## iter 10 value 236.807367
## iter 20 value 102.298329
## iter 30 value 45.708070
## iter 40 value 34.956931
## iter 50 value 31.565400
## iter 60 value 25.343865
## iter 70 value 16.762491
## iter 80 value 14.177625
## iter 90 value 11.130424
## iter 100 value 9.446888
## final value 9.446888
## stopped after 100 iterations
## # weights: 560
## initial value 500.701448
## iter 10 value 214.109527
## iter 20 value 46.139485
## iter 30 value 14.575614
## iter 40 value 7.816878
## iter 50 value 5.716198
## iter 60 value 4.557903
## iter 70 value 3.665880
## iter 80 value 2.969878
## iter 90 value 2.606032
## iter 100 value 2.350302
## final value 2.350302
## stopped after 100 iterations
## # weights: 646
## initial value 473.682734
## iter 10 value 209.726337
## iter 20 value 51.037702
## iter 30 value 9.330407
## iter 40 value 6.119141
## iter 50 value 4.849624
## iter 60 value 3.442650
## iter 70 value 2.892313
## iter 80 value 2.418260
## iter 90 value 2.055374
## iter 100 value 1.795248
## final value 1.795248
## stopped after 100 iterations
## # weights: 732
## initial value 593.307523
## iter 10 value 210.729577
## iter 20 value 38.965817
## iter 30 value 6.616425
## iter 40 value 4.041383
## iter 50 value 2.940103
## iter 60 value 2.281226
## iter 70 value 1.916389
## iter 80 value 1.663748
## iter 90 value 1.498908
## iter 100 value 1.393155
## final value 1.393155
## stopped after 100 iterations
## # weights: 818
## initial value 460.753443
## iter 10 value 204.352537
## iter 20 value 19.815019
## iter 30 value 3.992959
## iter 40 value 2.878997
## iter 50 value 2.225680
## iter 60 value 1.868265
## iter 70 value 1.685393
## iter 80 value 1.554587
## iter 90 value 1.439703
## iter 100 value 1.349592
## final value 1.349592
## stopped after 100 iterations
## # weights: 44
## initial value 447.130324
## iter 10 value 337.642331
## iter 20 value 318.666216
## iter 30 value 310.040675
## iter 40 value 301.956533
## iter 50 value 294.819571
## iter 60 value 293.605410
## iter 70 value 293.559518
## iter 80 value 293.546635
## iter 90 value 293.542812
## iter 100 value 293.540709
## final value 293.540709
## stopped after 100 iterations
## # weights: 130
## initial value 474.118713
## iter 10 value 293.314560
## iter 20 value 234.668688
## iter 30 value 214.825216
## iter 40 value 205.097694
## iter 50 value 197.003640
## iter 60 value 194.829831
## iter 70 value 194.221999
## iter 80 value 194.104336
## iter 90 value 194.052638
## iter 100 value 193.449509
## final value 193.449509
## stopped after 100 iterations
## # weights: 216
## initial value 639.497385
## iter 10 value 294.391745
## iter 20 value 225.461889
## iter 30 value 169.118729
## iter 40 value 153.217780
## iter 50 value 149.118643
## iter 60 value 145.858832
## iter 70 value 144.972890
## iter 80 value 143.256440
## iter 90 value 140.332623
## iter 100 value 136.886788
## final value 136.886788
## stopped after 100 iterations
## # weights: 302
## initial value 468.652992
## iter 10 value 282.126768
## iter 20 value 167.680931
## iter 30 value 101.248605
## iter 40 value 81.936833
## iter 50 value 76.524496
## iter 60 value 72.788545
## iter 70 value 66.836701
## iter 80 value 63.830843
## iter 90 value 61.227748
## iter 100 value 59.771199
## final value 59.771199
## stopped after 100 iterations
## # weights: 388
## initial value 569.493969
## iter 10 value 243.426765
## iter 20 value 114.071464
## iter 30 value 70.093399
## iter 40 value 56.979182
## iter 50 value 50.312812
## iter 60 value 48.819852
## iter 70 value 46.808150
## iter 80 value 43.144387
## iter 90 value 42.077915
## iter 100 value 41.810615
## final value 41.810615
## stopped after 100 iterations
## # weights: 474
## initial value 493.221437
## iter 10 value 219.786085
## iter 20 value 67.283525
## iter 30 value 27.962735
## iter 40 value 20.071406
## iter 50 value 18.694905
## iter 60 value 17.031318
## iter 70 value 16.112856
## iter 80 value 12.670878
## iter 90 value 11.006810
## iter 100 value 9.940823
## final value 9.940823
## stopped after 100 iterations
## # weights: 560
## initial value 444.335659
## iter 10 value 217.768706
## iter 20 value 49.977025
## iter 30 value 11.952707
## iter 40 value 3.970253
## iter 50 value 2.912065
## iter 60 value 2.494866
## iter 70 value 2.157167
## iter 80 value 1.832367
## iter 90 value 1.610490
## iter 100 value 1.479921
## final value 1.479921
## stopped after 100 iterations
## # weights: 646
## initial value 848.247528
## iter 10 value 225.192838
## iter 20 value 40.838744
## iter 30 value 10.156111
## iter 40 value 2.844852
## iter 50 value 2.233027
## iter 60 value 1.963642
## iter 70 value 1.740064
## iter 80 value 1.592149
## iter 90 value 1.477314
## iter 100 value 1.324919
## final value 1.324919
## stopped after 100 iterations
## # weights: 732
## initial value 483.636467
## iter 10 value 219.773577
## iter 20 value 26.408324
## iter 30 value 3.214036
## iter 40 value 1.658742
## iter 50 value 1.389171
## iter 60 value 1.170886
## iter 70 value 1.022638
## iter 80 value 0.925150
## iter 90 value 0.848268
## iter 100 value 0.788131
## final value 0.788131
## stopped after 100 iterations
## # weights: 818
## initial value 498.574127
## iter 10 value 203.761270
## iter 20 value 32.491776
## iter 30 value 5.414732
## iter 40 value 2.046484
## iter 50 value 1.456406
## iter 60 value 1.187268
## iter 70 value 0.999761
## iter 80 value 0.866222
## iter 90 value 0.788909
## iter 100 value 0.742153
## final value 0.742153
## stopped after 100 iterations
## # weights: 44
## initial value 629.875547
## iter 10 value 439.856907
## final value 439.848456
## converged
## # weights: 130
## initial value 718.447688
## iter 10 value 284.630480
## iter 20 value 234.832383
## iter 30 value 213.560547
## iter 40 value 198.402726
## iter 50 value 191.615388
## iter 60 value 188.872498
## iter 70 value 187.834737
## iter 80 value 185.899443
## iter 90 value 183.357211
## iter 100 value 179.637079
## final value 179.637079
## stopped after 100 iterations
## # weights: 216
## initial value 522.907007
## iter 10 value 253.752473
## iter 20 value 170.937286
## iter 30 value 136.291472
## iter 40 value 123.677096
## iter 50 value 112.585846
## iter 60 value 107.505330
## iter 70 value 105.797336
## iter 80 value 105.035054
## iter 90 value 103.446960
## iter 100 value 101.996663
## final value 101.996663
## stopped after 100 iterations
## # weights: 302
## initial value 460.885561
## iter 10 value 241.867350
## iter 20 value 125.384825
## iter 30 value 84.346427
## iter 40 value 67.807181
## iter 50 value 64.360156
## iter 60 value 60.782476
## iter 70 value 58.035519
## iter 80 value 56.501438
## iter 90 value 54.199898
## iter 100 value 53.663810
## final value 53.663810
## stopped after 100 iterations
## # weights: 388
## initial value 670.483351
## iter 10 value 266.966875
## iter 20 value 116.926488
## iter 30 value 59.964617
## iter 40 value 43.571810
## iter 50 value 36.789300
## iter 60 value 33.399672
## iter 70 value 31.267519
## iter 80 value 30.700475
## iter 90 value 27.440441
## iter 100 value 26.665180
## final value 26.665180
## stopped after 100 iterations
## # weights: 474
## initial value 773.093175
## iter 10 value 221.371049
## iter 20 value 57.523119
## iter 30 value 33.862456
## iter 40 value 28.976680
## iter 50 value 26.399264
## iter 60 value 25.342233
## iter 70 value 23.480000
## iter 80 value 17.845056
## iter 90 value 16.806659
## iter 100 value 16.648265
## final value 16.648265
## stopped after 100 iterations
## # weights: 560
## initial value 578.208131
## iter 10 value 243.099029
## iter 20 value 62.492562
## iter 30 value 22.100423
## iter 40 value 7.738027
## iter 50 value 4.598943
## iter 60 value 4.417134
## iter 70 value 4.092414
## iter 80 value 3.782256
## iter 90 value 3.563576
## iter 100 value 3.305139
## final value 3.305139
## stopped after 100 iterations
## # weights: 646
## initial value 583.289011
## iter 10 value 219.261359
## iter 20 value 48.780561
## iter 30 value 13.393001
## iter 40 value 3.824527
## iter 50 value 1.612671
## iter 60 value 1.468095
## iter 70 value 1.324703
## iter 80 value 1.191238
## iter 90 value 1.052651
## iter 100 value 0.965846
## final value 0.965846
## stopped after 100 iterations
## # weights: 732
## initial value 598.826524
## iter 10 value 214.842273
## iter 20 value 25.554804
## iter 30 value 2.079025
## iter 40 value 0.717211
## iter 50 value 0.656872
## iter 60 value 0.583673
## iter 70 value 0.527095
## iter 80 value 0.481333
## iter 90 value 0.444172
## iter 100 value 0.414376
## final value 0.414376
## stopped after 100 iterations
## # weights: 818
## initial value 632.455775
## iter 10 value 221.455696
## iter 20 value 43.551597
## iter 30 value 4.889165
## iter 40 value 0.884817
## iter 50 value 0.787321
## iter 60 value 0.719535
## iter 70 value 0.657433
## iter 80 value 0.595243
## iter 90 value 0.546365
## iter 100 value 0.508709
## final value 0.508709
## stopped after 100 iterations
## # weights: 44
## initial value 465.142388
## iter 10 value 330.890319
## iter 20 value 314.885318
## iter 30 value 310.166263
## iter 40 value 302.892941
## iter 50 value 293.121635
## iter 60 value 292.772066
## final value 292.770820
## converged
## # weights: 130
## initial value 450.686281
## iter 10 value 286.693055
## iter 20 value 238.412818
## iter 30 value 213.340610
## iter 40 value 200.004958
## iter 50 value 190.340936
## iter 60 value 186.046947
## iter 70 value 179.115900
## iter 80 value 176.030711
## iter 90 value 175.994799
## iter 100 value 175.994377
## final value 175.994377
## stopped after 100 iterations
## # weights: 216
## initial value 458.998187
## iter 10 value 289.047755
## iter 20 value 210.427511
## iter 30 value 171.417272
## iter 40 value 152.478012
## iter 50 value 145.283804
## iter 60 value 139.306883
## iter 70 value 131.671248
## iter 80 value 129.533028
## iter 90 value 129.428832
## iter 100 value 129.422857
## final value 129.422857
## stopped after 100 iterations
## # weights: 302
## initial value 632.485463
## iter 10 value 270.159982
## iter 20 value 150.853945
## iter 30 value 99.750221
## iter 40 value 92.263200
## iter 50 value 85.583661
## iter 60 value 77.738923
## iter 70 value 76.622915
## iter 80 value 76.169308
## iter 90 value 75.496462
## iter 100 value 75.215196
## final value 75.215196
## stopped after 100 iterations
## # weights: 388
## initial value 517.513631
## iter 10 value 264.692697
## iter 20 value 97.298093
## iter 30 value 37.595281
## iter 40 value 18.758035
## iter 50 value 14.221603
## iter 60 value 11.698278
## iter 70 value 10.567708
## iter 80 value 10.053397
## iter 90 value 9.977184
## iter 100 value 9.928011
## final value 9.928011
## stopped after 100 iterations
## # weights: 474
## initial value 603.011711
## iter 10 value 233.753768
## iter 20 value 71.890221
## iter 30 value 19.363333
## iter 40 value 6.225392
## iter 50 value 3.428398
## iter 60 value 2.294562
## iter 70 value 1.998584
## iter 80 value 1.924710
## iter 90 value 1.912589
## iter 100 value 1.909707
## final value 1.909707
## stopped after 100 iterations
## # weights: 560
## initial value 478.898340
## iter 10 value 226.061440
## iter 20 value 55.850930
## iter 30 value 12.234271
## iter 40 value 1.837655
## iter 50 value 0.173754
## iter 60 value 0.015491
## iter 70 value 0.003345
## iter 80 value 0.001112
## iter 90 value 0.000388
## iter 100 value 0.000163
## final value 0.000163
## stopped after 100 iterations
## # weights: 646
## initial value 453.285099
## iter 10 value 232.761976
## iter 20 value 96.128937
## iter 30 value 32.835688
## iter 40 value 13.588531
## iter 50 value 5.868040
## iter 60 value 2.276503
## iter 70 value 1.452451
## iter 80 value 1.397816
## iter 90 value 1.388817
## iter 100 value 1.387285
## final value 1.387285
## stopped after 100 iterations
## # weights: 732
## initial value 810.746699
## iter 10 value 233.058746
## iter 20 value 44.497352
## iter 30 value 6.990053
## iter 40 value 0.548943
## iter 50 value 0.024965
## iter 60 value 0.002802
## iter 70 value 0.000740
## iter 80 value 0.000286
## iter 90 value 0.000155
## final value 0.000096
## converged
## # weights: 818
## initial value 617.932897
## iter 10 value 207.936274
## iter 20 value 23.062509
## iter 30 value 1.836971
## iter 40 value 0.043528
## iter 50 value 0.003108
## iter 60 value 0.000797
## iter 70 value 0.000416
## iter 80 value 0.000102
## iter 80 value 0.000098
## iter 80 value 0.000097
## final value 0.000097
## converged
## # weights: 44
## initial value 523.943955
## iter 10 value 348.341805
## iter 20 value 326.514650
## iter 30 value 323.117918
## iter 40 value 321.694400
## iter 50 value 321.009032
## iter 60 value 319.525120
## iter 70 value 319.104840
## iter 80 value 319.059544
## iter 90 value 319.042770
## final value 319.042174
## converged
## # weights: 130
## initial value 514.128621
## iter 10 value 320.473343
## iter 20 value 276.458277
## iter 30 value 258.221656
## iter 40 value 245.913886
## iter 50 value 241.155454
## iter 60 value 239.464645
## iter 70 value 238.598840
## iter 80 value 237.033230
## iter 90 value 233.738718
## iter 100 value 228.762898
## final value 228.762898
## stopped after 100 iterations
## # weights: 216
## initial value 628.447680
## iter 10 value 298.221155
## iter 20 value 239.446005
## iter 30 value 215.060912
## iter 40 value 197.519127
## iter 50 value 188.189254
## iter 60 value 178.578118
## iter 70 value 172.658365
## iter 80 value 164.645308
## iter 90 value 161.144918
## iter 100 value 158.962105
## final value 158.962105
## stopped after 100 iterations
## # weights: 302
## initial value 526.919477
## iter 10 value 307.052215
## iter 20 value 212.691105
## iter 30 value 172.655595
## iter 40 value 142.256630
## iter 50 value 123.618718
## iter 60 value 114.617470
## iter 70 value 108.078737
## iter 80 value 104.823731
## iter 90 value 102.967796
## iter 100 value 101.972342
## final value 101.972342
## stopped after 100 iterations
## # weights: 388
## initial value 466.860301
## iter 10 value 249.669153
## iter 20 value 168.378803
## iter 30 value 137.538762
## iter 40 value 122.362203
## iter 50 value 111.901112
## iter 60 value 104.915350
## iter 70 value 100.589730
## iter 80 value 97.628619
## iter 90 value 93.748437
## iter 100 value 91.586177
## final value 91.586177
## stopped after 100 iterations
## # weights: 474
## initial value 1105.626783
## iter 10 value 248.692922
## iter 20 value 155.039799
## iter 30 value 120.768258
## iter 40 value 103.454567
## iter 50 value 95.234908
## iter 60 value 90.802573
## iter 70 value 87.750825
## iter 80 value 83.552007
## iter 90 value 80.738570
## iter 100 value 78.250350
## final value 78.250350
## stopped after 100 iterations
## # weights: 560
## initial value 521.198838
## iter 10 value 264.833352
## iter 20 value 165.889909
## iter 30 value 126.516187
## iter 40 value 101.055965
## iter 50 value 88.202265
## iter 60 value 81.391907
## iter 70 value 77.107872
## iter 80 value 74.887787
## iter 90 value 73.331082
## iter 100 value 72.127922
## final value 72.127922
## stopped after 100 iterations
## # weights: 646
## initial value 704.689325
## iter 10 value 241.612780
## iter 20 value 143.212570
## iter 30 value 100.143784
## iter 40 value 85.423944
## iter 50 value 79.091838
## iter 60 value 74.981975
## iter 70 value 72.734955
## iter 80 value 70.845203
## iter 90 value 69.054531
## iter 100 value 68.062441
## final value 68.062441
## stopped after 100 iterations
## # weights: 732
## initial value 463.766330
## iter 10 value 251.643673
## iter 20 value 142.443958
## iter 30 value 99.674413
## iter 40 value 84.536245
## iter 50 value 77.524091
## iter 60 value 73.332553
## iter 70 value 70.673277
## iter 80 value 67.729144
## iter 90 value 65.759275
## iter 100 value 64.363695
## final value 64.363695
## stopped after 100 iterations
## # weights: 818
## initial value 551.142191
## iter 10 value 238.445362
## iter 20 value 130.686120
## iter 30 value 88.069100
## iter 40 value 75.260378
## iter 50 value 71.236011
## iter 60 value 69.095737
## iter 70 value 67.084367
## iter 80 value 65.494564
## iter 90 value 63.684682
## iter 100 value 62.656587
## final value 62.656587
## stopped after 100 iterations
## # weights: 44
## initial value 483.681223
## iter 10 value 339.878665
## iter 20 value 321.708081
## iter 30 value 316.978131
## iter 40 value 316.332301
## iter 50 value 316.319904
## iter 60 value 316.318904
## final value 316.318898
## converged
## # weights: 130
## initial value 458.383203
## iter 10 value 309.102826
## iter 20 value 277.370318
## iter 30 value 260.454825
## iter 40 value 252.485816
## iter 50 value 249.500213
## iter 60 value 244.785471
## iter 70 value 241.339036
## iter 80 value 240.247241
## iter 90 value 240.005907
## iter 100 value 239.954732
## final value 239.954732
## stopped after 100 iterations
## # weights: 216
## initial value 506.287137
## iter 10 value 275.690487
## iter 20 value 203.111971
## iter 30 value 176.048068
## iter 40 value 163.833930
## iter 50 value 154.540457
## iter 60 value 148.750014
## iter 70 value 142.390238
## iter 80 value 139.620952
## iter 90 value 135.835127
## iter 100 value 133.297649
## final value 133.297649
## stopped after 100 iterations
## # weights: 302
## initial value 454.412184
## iter 10 value 250.651331
## iter 20 value 164.875116
## iter 30 value 137.841284
## iter 40 value 124.750786
## iter 50 value 113.615931
## iter 60 value 105.149090
## iter 70 value 96.153316
## iter 80 value 90.300114
## iter 90 value 84.353884
## iter 100 value 80.083880
## final value 80.083880
## stopped after 100 iterations
## # weights: 388
## initial value 470.774840
## iter 10 value 246.648990
## iter 20 value 146.894917
## iter 30 value 112.487978
## iter 40 value 92.752884
## iter 50 value 82.224099
## iter 60 value 73.172838
## iter 70 value 67.077445
## iter 80 value 60.307051
## iter 90 value 55.449040
## iter 100 value 52.140069
## final value 52.140069
## stopped after 100 iterations
## # weights: 474
## initial value 608.496755
## iter 10 value 261.228141
## iter 20 value 140.565295
## iter 30 value 99.032778
## iter 40 value 76.320049
## iter 50 value 63.440369
## iter 60 value 56.855567
## iter 70 value 52.457211
## iter 80 value 49.316671
## iter 90 value 47.374741
## iter 100 value 46.355506
## final value 46.355506
## stopped after 100 iterations
## # weights: 560
## initial value 484.289727
## iter 10 value 238.907285
## iter 20 value 115.346578
## iter 30 value 79.032728
## iter 40 value 61.589987
## iter 50 value 52.343990
## iter 60 value 48.027536
## iter 70 value 45.008485
## iter 80 value 43.041847
## iter 90 value 41.290824
## iter 100 value 40.388776
## final value 40.388776
## stopped after 100 iterations
## # weights: 646
## initial value 460.375919
## iter 10 value 228.133441
## iter 20 value 92.131023
## iter 30 value 65.830194
## iter 40 value 53.337794
## iter 50 value 47.899917
## iter 60 value 43.336214
## iter 70 value 40.584262
## iter 80 value 39.373169
## iter 90 value 38.131552
## iter 100 value 37.475241
## final value 37.475241
## stopped after 100 iterations
## # weights: 732
## initial value 596.652038
## iter 10 value 218.537970
## iter 20 value 93.722562
## iter 30 value 71.812502
## iter 40 value 52.984648
## iter 50 value 46.457369
## iter 60 value 42.912549
## iter 70 value 40.145688
## iter 80 value 38.499115
## iter 90 value 37.309208
## iter 100 value 36.569371
## final value 36.569371
## stopped after 100 iterations
## # weights: 818
## initial value 611.202273
## iter 10 value 225.840318
## iter 20 value 93.062048
## iter 30 value 65.538992
## iter 40 value 51.160331
## iter 50 value 45.692014
## iter 60 value 41.338308
## iter 70 value 39.007285
## iter 80 value 37.185918
## iter 90 value 35.867925
## iter 100 value 35.196578
## final value 35.196578
## stopped after 100 iterations
## # weights: 44
## initial value 557.800120
## iter 10 value 334.951965
## iter 20 value 319.974047
## iter 30 value 314.527572
## iter 40 value 313.542085
## iter 50 value 310.983317
## iter 60 value 310.882307
## iter 70 value 310.635583
## final value 310.635564
## converged
## # weights: 130
## initial value 581.635681
## iter 10 value 335.268607
## iter 20 value 263.245385
## iter 30 value 244.328764
## iter 40 value 238.340834
## iter 50 value 236.314423
## iter 60 value 235.373649
## iter 70 value 234.870135
## iter 80 value 232.407365
## iter 90 value 223.265318
## iter 100 value 219.326082
## final value 219.326082
## stopped after 100 iterations
## # weights: 216
## initial value 492.706360
## iter 10 value 269.347877
## iter 20 value 185.683440
## iter 30 value 164.809108
## iter 40 value 150.603923
## iter 50 value 145.316679
## iter 60 value 137.151811
## iter 70 value 129.596518
## iter 80 value 122.931148
## iter 90 value 119.937308
## iter 100 value 117.296243
## final value 117.296243
## stopped after 100 iterations
## # weights: 302
## initial value 446.897807
## iter 10 value 254.877620
## iter 20 value 150.144668
## iter 30 value 114.178362
## iter 40 value 103.643379
## iter 50 value 98.926443
## iter 60 value 91.810599
## iter 70 value 84.250705
## iter 80 value 79.001944
## iter 90 value 70.497223
## iter 100 value 64.570339
## final value 64.570339
## stopped after 100 iterations
## # weights: 388
## initial value 439.622665
## iter 10 value 251.259334
## iter 20 value 146.184735
## iter 30 value 95.728369
## iter 40 value 75.151970
## iter 50 value 64.042810
## iter 60 value 55.860218
## iter 70 value 47.704309
## iter 80 value 41.333107
## iter 90 value 36.352227
## iter 100 value 34.319514
## final value 34.319514
## stopped after 100 iterations
## # weights: 474
## initial value 577.986073
## iter 10 value 239.331774
## iter 20 value 115.334061
## iter 30 value 84.675371
## iter 40 value 66.226063
## iter 50 value 56.328925
## iter 60 value 48.027848
## iter 70 value 41.839603
## iter 80 value 34.983446
## iter 90 value 31.718939
## iter 100 value 29.195242
## final value 29.195242
## stopped after 100 iterations
## # weights: 560
## initial value 559.664017
## iter 10 value 222.921602
## iter 20 value 84.055984
## iter 30 value 59.188123
## iter 40 value 42.105693
## iter 50 value 33.233016
## iter 60 value 28.427345
## iter 70 value 25.915950
## iter 80 value 24.285295
## iter 90 value 23.013052
## iter 100 value 22.340380
## final value 22.340380
## stopped after 100 iterations
## # weights: 646
## initial value 447.425263
## iter 10 value 208.883867
## iter 20 value 62.099069
## iter 30 value 44.740520
## iter 40 value 34.355482
## iter 50 value 28.126348
## iter 60 value 24.792562
## iter 70 value 22.696355
## iter 80 value 21.711271
## iter 90 value 20.916274
## iter 100 value 20.191365
## final value 20.191365
## stopped after 100 iterations
## # weights: 732
## initial value 771.352003
## iter 10 value 225.257452
## iter 20 value 65.626601
## iter 30 value 43.522846
## iter 40 value 35.021669
## iter 50 value 27.222464
## iter 60 value 23.786446
## iter 70 value 21.621310
## iter 80 value 20.416287
## iter 90 value 19.769551
## iter 100 value 19.266970
## final value 19.266970
## stopped after 100 iterations
## # weights: 818
## initial value 603.263044
## iter 10 value 211.316476
## iter 20 value 56.980862
## iter 30 value 37.707779
## iter 40 value 27.132855
## iter 50 value 22.581653
## iter 60 value 20.742377
## iter 70 value 19.409488
## iter 80 value 18.643321
## iter 90 value 18.150218
## iter 100 value 17.818519
## final value 17.818519
## stopped after 100 iterations
## # weights: 44
## initial value 480.332177
## iter 10 value 322.964984
## iter 20 value 314.198911
## iter 30 value 307.396321
## iter 40 value 303.899509
## iter 50 value 303.555073
## iter 60 value 303.537551
## final value 303.537517
## converged
## # weights: 130
## initial value 452.293100
## iter 10 value 285.666459
## iter 20 value 238.041318
## iter 30 value 213.091388
## iter 40 value 206.324311
## iter 50 value 202.900096
## iter 60 value 201.903518
## iter 70 value 200.728885
## iter 80 value 198.752548
## iter 90 value 197.524367
## iter 100 value 196.711275
## final value 196.711275
## stopped after 100 iterations
## # weights: 216
## initial value 556.826445
## iter 10 value 286.527853
## iter 20 value 204.931631
## iter 30 value 173.900899
## iter 40 value 157.844222
## iter 50 value 154.148895
## iter 60 value 151.871889
## iter 70 value 148.292937
## iter 80 value 144.867571
## iter 90 value 143.391756
## iter 100 value 141.354443
## final value 141.354443
## stopped after 100 iterations
## # weights: 302
## initial value 470.668614
## iter 10 value 262.054258
## iter 20 value 153.041264
## iter 30 value 124.396557
## iter 40 value 114.028144
## iter 50 value 104.106760
## iter 60 value 97.250710
## iter 70 value 92.627565
## iter 80 value 88.157857
## iter 90 value 84.912083
## iter 100 value 77.106682
## final value 77.106682
## stopped after 100 iterations
## # weights: 388
## initial value 535.741440
## iter 10 value 259.843384
## iter 20 value 111.773176
## iter 30 value 63.269598
## iter 40 value 49.294321
## iter 50 value 40.424837
## iter 60 value 33.664420
## iter 70 value 30.524853
## iter 80 value 28.711532
## iter 90 value 26.884755
## iter 100 value 21.949593
## final value 21.949593
## stopped after 100 iterations
## # weights: 474
## initial value 482.285108
## iter 10 value 264.722321
## iter 20 value 121.373258
## iter 30 value 76.505905
## iter 40 value 62.461121
## iter 50 value 49.184794
## iter 60 value 39.916772
## iter 70 value 32.282944
## iter 80 value 27.256339
## iter 90 value 22.780335
## iter 100 value 19.980537
## final value 19.980537
## stopped after 100 iterations
## # weights: 560
## initial value 570.952672
## iter 10 value 214.922771
## iter 20 value 55.519196
## iter 30 value 33.735101
## iter 40 value 23.980996
## iter 50 value 18.783958
## iter 60 value 15.485841
## iter 70 value 13.526673
## iter 80 value 12.232639
## iter 90 value 11.438544
## iter 100 value 10.917898
## final value 10.917898
## stopped after 100 iterations
## # weights: 646
## initial value 568.011507
## iter 10 value 211.538032
## iter 20 value 47.835873
## iter 30 value 28.197027
## iter 40 value 21.210054
## iter 50 value 16.514325
## iter 60 value 13.982654
## iter 70 value 12.169870
## iter 80 value 11.406473
## iter 90 value 10.898060
## iter 100 value 10.430478
## final value 10.430478
## stopped after 100 iterations
## # weights: 732
## initial value 880.616375
## iter 10 value 215.784399
## iter 20 value 48.180769
## iter 30 value 25.640144
## iter 40 value 18.397350
## iter 50 value 14.855615
## iter 60 value 12.714531
## iter 70 value 11.519352
## iter 80 value 10.725239
## iter 90 value 10.211446
## iter 100 value 9.766827
## final value 9.766827
## stopped after 100 iterations
## # weights: 818
## initial value 480.206987
## iter 10 value 209.505783
## iter 20 value 49.057200
## iter 30 value 23.373460
## iter 40 value 16.922833
## iter 50 value 12.916464
## iter 60 value 11.242116
## iter 70 value 10.462567
## iter 80 value 9.848018
## iter 90 value 9.459347
## iter 100 value 9.164081
## final value 9.164081
## stopped after 100 iterations
## # weights: 44
## initial value 613.099911
## iter 10 value 342.293574
## iter 20 value 319.577641
## iter 30 value 312.469936
## iter 40 value 310.891542
## iter 50 value 307.224807
## iter 60 value 306.939368
## iter 70 value 306.918166
## iter 80 value 306.914583
## final value 306.914224
## converged
## # weights: 130
## initial value 578.599122
## iter 10 value 291.824105
## iter 20 value 256.931198
## iter 30 value 225.103747
## iter 40 value 207.383924
## iter 50 value 200.637655
## iter 60 value 198.207895
## iter 70 value 197.598483
## iter 80 value 197.236703
## iter 90 value 196.681922
## iter 100 value 196.389395
## final value 196.389395
## stopped after 100 iterations
## # weights: 216
## initial value 631.335037
## iter 10 value 274.550339
## iter 20 value 183.294587
## iter 30 value 150.545751
## iter 40 value 126.253940
## iter 50 value 120.588952
## iter 60 value 112.935087
## iter 70 value 107.156444
## iter 80 value 104.733310
## iter 90 value 103.766210
## iter 100 value 102.601601
## final value 102.601601
## stopped after 100 iterations
## # weights: 302
## initial value 564.780898
## iter 10 value 252.476812
## iter 20 value 119.991659
## iter 30 value 71.356678
## iter 40 value 57.153180
## iter 50 value 52.248056
## iter 60 value 46.789950
## iter 70 value 42.550580
## iter 80 value 39.326750
## iter 90 value 37.807498
## iter 100 value 36.026212
## final value 36.026212
## stopped after 100 iterations
## # weights: 388
## initial value 471.307295
## iter 10 value 245.786638
## iter 20 value 131.187889
## iter 30 value 80.707926
## iter 40 value 67.161827
## iter 50 value 62.226363
## iter 60 value 55.815910
## iter 70 value 48.781002
## iter 80 value 42.882854
## iter 90 value 37.969719
## iter 100 value 34.290951
## final value 34.290951
## stopped after 100 iterations
## # weights: 474
## initial value 613.753281
## iter 10 value 227.826795
## iter 20 value 74.003824
## iter 30 value 35.599885
## iter 40 value 25.094565
## iter 50 value 19.991020
## iter 60 value 16.314191
## iter 70 value 14.074575
## iter 80 value 12.724878
## iter 90 value 11.719847
## iter 100 value 10.708378
## final value 10.708378
## stopped after 100 iterations
## # weights: 560
## initial value 470.882253
## iter 10 value 248.885552
## iter 20 value 87.681365
## iter 30 value 45.497983
## iter 40 value 34.020219
## iter 50 value 23.980355
## iter 60 value 18.300454
## iter 70 value 14.891486
## iter 80 value 11.349938
## iter 90 value 9.315482
## iter 100 value 8.259721
## final value 8.259721
## stopped after 100 iterations
## # weights: 646
## initial value 632.416375
## iter 10 value 206.159598
## iter 20 value 42.819270
## iter 30 value 20.569598
## iter 40 value 14.085389
## iter 50 value 11.045992
## iter 60 value 8.993565
## iter 70 value 7.801592
## iter 80 value 7.030584
## iter 90 value 6.387838
## iter 100 value 5.862937
## final value 5.862937
## stopped after 100 iterations
## # weights: 732
## initial value 494.911478
## iter 10 value 220.104185
## iter 20 value 48.191706
## iter 30 value 21.194682
## iter 40 value 13.469328
## iter 50 value 10.144007
## iter 60 value 8.291643
## iter 70 value 7.198830
## iter 80 value 6.440854
## iter 90 value 5.957378
## iter 100 value 5.630935
## final value 5.630935
## stopped after 100 iterations
## # weights: 818
## initial value 474.771109
## iter 10 value 195.823862
## iter 20 value 30.257032
## iter 30 value 12.315246
## iter 40 value 9.733560
## iter 50 value 7.244041
## iter 60 value 6.126048
## iter 70 value 5.400065
## iter 80 value 5.008306
## iter 90 value 4.785786
## iter 100 value 4.656114
## final value 4.656114
## stopped after 100 iterations
## # weights: 44
## initial value 452.945937
## iter 10 value 373.941150
## iter 20 value 320.831060
## iter 30 value 314.120906
## iter 40 value 312.737868
## iter 50 value 312.074709
## iter 60 value 311.945870
## iter 70 value 311.669204
## iter 80 value 311.076946
## iter 90 value 310.810807
## iter 100 value 310.756801
## final value 310.756801
## stopped after 100 iterations
## # weights: 130
## initial value 436.074058
## iter 10 value 307.013022
## iter 20 value 244.571300
## iter 30 value 210.264145
## iter 40 value 198.294305
## iter 50 value 194.592296
## iter 60 value 193.734291
## iter 70 value 193.573391
## iter 80 value 193.357609
## iter 90 value 193.218913
## iter 100 value 193.158944
## final value 193.158944
## stopped after 100 iterations
## # weights: 216
## initial value 461.989602
## iter 10 value 266.537505
## iter 20 value 177.522003
## iter 30 value 125.764039
## iter 40 value 115.983036
## iter 50 value 108.687991
## iter 60 value 107.137223
## iter 70 value 106.575068
## iter 80 value 106.160561
## iter 90 value 105.877946
## iter 100 value 104.434402
## final value 104.434402
## stopped after 100 iterations
## # weights: 302
## initial value 627.274669
## iter 10 value 238.769015
## iter 20 value 124.238731
## iter 30 value 85.270978
## iter 40 value 77.269433
## iter 50 value 72.810093
## iter 60 value 71.626141
## iter 70 value 69.287747
## iter 80 value 68.403027
## iter 90 value 67.823084
## iter 100 value 67.463047
## final value 67.463047
## stopped after 100 iterations
## # weights: 388
## initial value 553.682014
## iter 10 value 241.257550
## iter 20 value 118.087942
## iter 30 value 60.730777
## iter 40 value 40.504700
## iter 50 value 30.285285
## iter 60 value 26.221408
## iter 70 value 23.352495
## iter 80 value 21.584692
## iter 90 value 20.013739
## iter 100 value 18.660010
## final value 18.660010
## stopped after 100 iterations
## # weights: 474
## initial value 774.848617
## iter 10 value 229.266855
## iter 20 value 81.568950
## iter 30 value 39.885631
## iter 40 value 22.174095
## iter 50 value 15.874283
## iter 60 value 13.095155
## iter 70 value 10.521806
## iter 80 value 8.854047
## iter 90 value 7.265370
## iter 100 value 6.358203
## final value 6.358203
## stopped after 100 iterations
## # weights: 560
## initial value 483.038820
## iter 10 value 213.686422
## iter 20 value 55.492952
## iter 30 value 17.409232
## iter 40 value 11.111226
## iter 50 value 9.429022
## iter 60 value 7.554124
## iter 70 value 6.219824
## iter 80 value 5.299095
## iter 90 value 4.673353
## iter 100 value 4.096820
## final value 4.096820
## stopped after 100 iterations
## # weights: 646
## initial value 792.819625
## iter 10 value 186.300103
## iter 20 value 34.055579
## iter 30 value 12.410301
## iter 40 value 8.077159
## iter 50 value 6.082080
## iter 60 value 4.838836
## iter 70 value 4.088587
## iter 80 value 3.616315
## iter 90 value 3.292396
## iter 100 value 3.094580
## final value 3.094580
## stopped after 100 iterations
## # weights: 732
## initial value 964.617801
## iter 10 value 224.258744
## iter 20 value 28.583882
## iter 30 value 8.294784
## iter 40 value 5.541659
## iter 50 value 4.037294
## iter 60 value 3.332805
## iter 70 value 2.942435
## iter 80 value 2.754912
## iter 90 value 2.615055
## iter 100 value 2.540910
## final value 2.540910
## stopped after 100 iterations
## # weights: 818
## initial value 477.801433
## iter 10 value 211.379087
## iter 20 value 36.815222
## iter 30 value 7.752746
## iter 40 value 5.341558
## iter 50 value 4.152817
## iter 60 value 3.430186
## iter 70 value 3.018530
## iter 80 value 2.782031
## iter 90 value 2.613737
## iter 100 value 2.516142
## final value 2.516142
## stopped after 100 iterations
## # weights: 44
## initial value 459.006068
## iter 10 value 327.759768
## iter 20 value 312.714017
## iter 30 value 308.425836
## iter 40 value 303.972897
## iter 50 value 294.553129
## iter 60 value 294.084877
## iter 70 value 293.997504
## iter 80 value 293.978011
## iter 90 value 293.974390
## iter 100 value 293.969515
## final value 293.969515
## stopped after 100 iterations
## # weights: 130
## initial value 577.688172
## iter 10 value 306.584518
## iter 20 value 255.007673
## iter 30 value 228.105617
## iter 40 value 217.421817
## iter 50 value 211.930480
## iter 60 value 209.680450
## iter 70 value 209.125529
## iter 80 value 206.129086
## iter 90 value 205.815560
## iter 100 value 205.635958
## final value 205.635958
## stopped after 100 iterations
## # weights: 216
## initial value 449.640728
## iter 10 value 264.773308
## iter 20 value 172.895592
## iter 30 value 146.437265
## iter 40 value 131.224668
## iter 50 value 124.461751
## iter 60 value 122.858726
## iter 70 value 122.401941
## iter 80 value 121.828934
## iter 90 value 121.345922
## iter 100 value 120.793637
## final value 120.793637
## stopped after 100 iterations
## # weights: 302
## initial value 508.287376
## iter 10 value 251.650417
## iter 20 value 150.431247
## iter 30 value 98.885910
## iter 40 value 76.378788
## iter 50 value 65.562600
## iter 60 value 62.577196
## iter 70 value 60.816984
## iter 80 value 59.635283
## iter 90 value 58.641656
## iter 100 value 58.342372
## final value 58.342372
## stopped after 100 iterations
## # weights: 388
## initial value 451.140283
## iter 10 value 222.808147
## iter 20 value 82.060739
## iter 30 value 37.113439
## iter 40 value 26.911827
## iter 50 value 20.644272
## iter 60 value 18.396553
## iter 70 value 16.012863
## iter 80 value 12.572389
## iter 90 value 11.371084
## iter 100 value 9.262438
## final value 9.262438
## stopped after 100 iterations
## # weights: 474
## initial value 447.782089
## iter 10 value 229.261850
## iter 20 value 75.211048
## iter 30 value 24.360559
## iter 40 value 15.154400
## iter 50 value 11.898839
## iter 60 value 9.855735
## iter 70 value 8.530523
## iter 80 value 7.253101
## iter 90 value 6.613230
## iter 100 value 6.121742
## final value 6.121742
## stopped after 100 iterations
## # weights: 560
## initial value 508.416120
## iter 10 value 231.568675
## iter 20 value 47.866486
## iter 30 value 13.600963
## iter 40 value 5.240990
## iter 50 value 4.004619
## iter 60 value 3.314639
## iter 70 value 2.835611
## iter 80 value 2.496315
## iter 90 value 2.149561
## iter 100 value 1.911278
## final value 1.911278
## stopped after 100 iterations
## # weights: 646
## initial value 535.713253
## iter 10 value 228.914576
## iter 20 value 36.435710
## iter 30 value 10.799172
## iter 40 value 5.601149
## iter 50 value 4.338631
## iter 60 value 3.217359
## iter 70 value 2.602118
## iter 80 value 2.229644
## iter 90 value 1.991802
## iter 100 value 1.821539
## final value 1.821539
## stopped after 100 iterations
## # weights: 732
## initial value 675.886019
## iter 10 value 178.730999
## iter 20 value 18.122782
## iter 30 value 3.155899
## iter 40 value 2.432555
## iter 50 value 1.912403
## iter 60 value 1.618678
## iter 70 value 1.443726
## iter 80 value 1.323735
## iter 90 value 1.247827
## iter 100 value 1.199138
## final value 1.199138
## stopped after 100 iterations
## # weights: 818
## initial value 479.463028
## iter 10 value 202.502583
## iter 20 value 26.041288
## iter 30 value 4.855386
## iter 40 value 3.293805
## iter 50 value 2.539035
## iter 60 value 2.058278
## iter 70 value 1.765384
## iter 80 value 1.572988
## iter 90 value 1.460400
## iter 100 value 1.371489
## final value 1.371489
## stopped after 100 iterations
## # weights: 44
## initial value 526.319825
## iter 10 value 357.495188
## iter 20 value 321.041662
## iter 30 value 314.075106
## iter 40 value 311.012249
## iter 50 value 302.775449
## iter 60 value 299.491801
## iter 70 value 299.132053
## iter 80 value 299.077472
## iter 90 value 299.061105
## iter 100 value 299.056713
## final value 299.056713
## stopped after 100 iterations
## # weights: 130
## initial value 453.799570
## iter 10 value 309.756419
## iter 20 value 261.862788
## iter 30 value 239.446308
## iter 40 value 231.614292
## iter 50 value 224.897175
## iter 60 value 219.721854
## iter 70 value 217.827747
## iter 80 value 217.358553
## iter 90 value 217.187584
## iter 100 value 217.034150
## final value 217.034150
## stopped after 100 iterations
## # weights: 216
## initial value 504.312764
## iter 10 value 271.132954
## iter 20 value 172.108410
## iter 30 value 149.370926
## iter 40 value 143.414159
## iter 50 value 139.062066
## iter 60 value 137.219812
## iter 70 value 136.086718
## iter 80 value 135.569790
## iter 90 value 134.497724
## iter 100 value 133.281484
## final value 133.281484
## stopped after 100 iterations
## # weights: 302
## initial value 457.761216
## iter 10 value 253.390253
## iter 20 value 159.224774
## iter 30 value 116.024852
## iter 40 value 100.073997
## iter 50 value 93.951588
## iter 60 value 88.040530
## iter 70 value 86.260139
## iter 80 value 85.576956
## iter 90 value 85.082605
## iter 100 value 84.772139
## final value 84.772139
## stopped after 100 iterations
## # weights: 388
## initial value 575.284944
## iter 10 value 248.776720
## iter 20 value 86.286622
## iter 30 value 33.944418
## iter 40 value 20.007711
## iter 50 value 15.052974
## iter 60 value 13.589825
## iter 70 value 13.044440
## iter 80 value 12.807661
## iter 90 value 12.419158
## iter 100 value 12.165108
## final value 12.165108
## stopped after 100 iterations
## # weights: 474
## initial value 648.540818
## iter 10 value 271.529510
## iter 20 value 97.559903
## iter 30 value 31.258749
## iter 40 value 16.952765
## iter 50 value 14.308435
## iter 60 value 13.349719
## iter 70 value 11.964626
## iter 80 value 10.649680
## iter 90 value 8.886591
## iter 100 value 7.659002
## final value 7.659002
## stopped after 100 iterations
## # weights: 560
## initial value 538.696336
## iter 10 value 212.963376
## iter 20 value 39.757784
## iter 30 value 9.041799
## iter 40 value 2.522286
## iter 50 value 2.027379
## iter 60 value 1.746230
## iter 70 value 1.499072
## iter 80 value 1.340643
## iter 90 value 1.247797
## iter 100 value 1.176474
## final value 1.176474
## stopped after 100 iterations
## # weights: 646
## initial value 742.466120
## iter 10 value 217.810467
## iter 20 value 39.381320
## iter 30 value 9.233582
## iter 40 value 2.540761
## iter 50 value 2.014050
## iter 60 value 1.637026
## iter 70 value 1.407654
## iter 80 value 1.239749
## iter 90 value 1.089667
## iter 100 value 0.976934
## final value 0.976934
## stopped after 100 iterations
## # weights: 732
## initial value 795.961643
## iter 10 value 203.974429
## iter 20 value 21.397358
## iter 30 value 3.653403
## iter 40 value 1.783232
## iter 50 value 1.500575
## iter 60 value 1.278657
## iter 70 value 1.102749
## iter 80 value 0.965004
## iter 90 value 0.862908
## iter 100 value 0.799338
## final value 0.799338
## stopped after 100 iterations
## # weights: 818
## initial value 465.158945
## iter 10 value 195.293977
## iter 20 value 22.734387
## iter 30 value 2.559856
## iter 40 value 1.678259
## iter 50 value 1.385957
## iter 60 value 1.170377
## iter 70 value 0.993909
## iter 80 value 0.893295
## iter 90 value 0.828501
## iter 100 value 0.777746
## final value 0.777746
## stopped after 100 iterations
## # weights: 44
## initial value 620.242192
## iter 10 value 362.383566
## iter 20 value 345.114039
## iter 30 value 336.096445
## iter 40 value 326.021304
## iter 50 value 320.869152
## iter 60 value 318.581326
## iter 70 value 318.233520
## iter 80 value 318.169338
## iter 90 value 318.143347
## iter 100 value 318.138983
## final value 318.138983
## stopped after 100 iterations
## # weights: 130
## initial value 489.271378
## iter 10 value 298.671342
## iter 20 value 239.920440
## iter 30 value 213.343328
## iter 40 value 202.881636
## iter 50 value 198.375442
## iter 60 value 194.666508
## iter 70 value 189.852287
## iter 80 value 188.499714
## iter 90 value 188.234044
## iter 100 value 187.945103
## final value 187.945103
## stopped after 100 iterations
## # weights: 216
## initial value 509.436807
## iter 10 value 261.130227
## iter 20 value 192.541992
## iter 30 value 145.397539
## iter 40 value 124.439074
## iter 50 value 114.869705
## iter 60 value 105.978068
## iter 70 value 101.817748
## iter 80 value 99.539303
## iter 90 value 96.428562
## iter 100 value 94.385054
## final value 94.385054
## stopped after 100 iterations
## # weights: 302
## initial value 723.042614
## iter 10 value 283.671485
## iter 20 value 148.731993
## iter 30 value 117.740071
## iter 40 value 112.410425
## iter 50 value 110.005136
## iter 60 value 106.773513
## iter 70 value 104.202710
## iter 80 value 102.196899
## iter 90 value 100.651111
## iter 100 value 99.331653
## final value 99.331653
## stopped after 100 iterations
## # weights: 388
## initial value 725.328987
## iter 10 value 223.027037
## iter 20 value 100.073180
## iter 30 value 53.800363
## iter 40 value 37.248795
## iter 50 value 31.561740
## iter 60 value 26.403971
## iter 70 value 22.149283
## iter 80 value 18.069523
## iter 90 value 15.947169
## iter 100 value 14.813610
## final value 14.813610
## stopped after 100 iterations
## # weights: 474
## initial value 538.909906
## iter 10 value 296.263102
## iter 20 value 111.656633
## iter 30 value 35.676132
## iter 40 value 13.400149
## iter 50 value 8.733542
## iter 60 value 7.877356
## iter 70 value 7.670920
## iter 80 value 6.018957
## iter 90 value 5.610093
## iter 100 value 5.283395
## final value 5.283395
## stopped after 100 iterations
## # weights: 560
## initial value 489.630257
## iter 10 value 233.448625
## iter 20 value 77.653303
## iter 30 value 33.493936
## iter 40 value 19.668962
## iter 50 value 13.884626
## iter 60 value 11.828554
## iter 70 value 10.248236
## iter 80 value 9.644957
## iter 90 value 8.892419
## iter 100 value 8.347653
## final value 8.347653
## stopped after 100 iterations
## # weights: 646
## initial value 498.748801
## iter 10 value 233.212088
## iter 20 value 50.158063
## iter 30 value 9.860602
## iter 40 value 1.585663
## iter 50 value 1.141324
## iter 60 value 0.987774
## iter 70 value 0.883050
## iter 80 value 0.754517
## iter 90 value 0.662814
## iter 100 value 0.582867
## final value 0.582867
## stopped after 100 iterations
## # weights: 732
## initial value 470.435534
## iter 10 value 186.911872
## iter 20 value 30.038240
## iter 30 value 4.159360
## iter 40 value 0.963230
## iter 50 value 0.840962
## iter 60 value 0.758134
## iter 70 value 0.689466
## iter 80 value 0.621260
## iter 90 value 0.545625
## iter 100 value 0.499842
## final value 0.499842
## stopped after 100 iterations
## # weights: 818
## initial value 713.436833
## iter 10 value 218.247722
## iter 20 value 27.157890
## iter 30 value 2.128957
## iter 40 value 0.882497
## iter 50 value 0.771392
## iter 60 value 0.660888
## iter 70 value 0.573026
## iter 80 value 0.509222
## iter 90 value 0.465266
## iter 100 value 0.429666
## final value 0.429666
## stopped after 100 iterations
## # weights: 44
## initial value 614.154811
## iter 10 value 363.124380
## iter 20 value 337.064453
## iter 30 value 317.776804
## iter 40 value 307.697791
## iter 50 value 303.898951
## iter 60 value 299.456280
## iter 70 value 294.960084
## iter 80 value 294.904529
## final value 294.904447
## converged
## # weights: 130
## initial value 452.494476
## iter 10 value 302.253027
## iter 20 value 246.822749
## iter 30 value 215.994102
## iter 40 value 205.293841
## iter 50 value 196.857832
## iter 60 value 186.020891
## iter 70 value 182.462711
## iter 80 value 181.961184
## iter 90 value 181.914996
## iter 100 value 181.868389
## final value 181.868389
## stopped after 100 iterations
## # weights: 216
## initial value 486.688432
## iter 10 value 292.756228
## iter 20 value 203.600277
## iter 30 value 143.403600
## iter 40 value 122.433197
## iter 50 value 110.588150
## iter 60 value 105.458867
## iter 70 value 102.458519
## iter 80 value 101.348988
## iter 90 value 101.194839
## iter 100 value 101.184445
## final value 101.184445
## stopped after 100 iterations
## # weights: 302
## initial value 594.274070
## iter 10 value 242.704102
## iter 20 value 101.888843
## iter 30 value 61.641898
## iter 40 value 43.480096
## iter 50 value 38.491487
## iter 60 value 36.140947
## iter 70 value 34.576604
## iter 80 value 32.511634
## iter 90 value 31.752146
## iter 100 value 31.446086
## final value 31.446086
## stopped after 100 iterations
## # weights: 388
## initial value 460.462480
## iter 10 value 255.792552
## iter 20 value 115.584900
## iter 30 value 67.140153
## iter 40 value 56.148242
## iter 50 value 50.424373
## iter 60 value 46.471315
## iter 70 value 44.935566
## iter 80 value 43.610567
## iter 90 value 41.366534
## iter 100 value 40.480210
## final value 40.480210
## stopped after 100 iterations
## # weights: 474
## initial value 506.815582
## iter 10 value 252.349550
## iter 20 value 121.069784
## iter 30 value 44.689173
## iter 40 value 31.293014
## iter 50 value 24.274861
## iter 60 value 23.279745
## iter 70 value 21.641951
## iter 80 value 20.524709
## iter 90 value 20.399162
## iter 100 value 20.368453
## final value 20.368453
## stopped after 100 iterations
## # weights: 560
## initial value 466.171448
## iter 10 value 227.301563
## iter 20 value 44.780424
## iter 30 value 11.752438
## iter 40 value 2.177922
## iter 50 value 0.308883
## iter 60 value 0.024918
## iter 70 value 0.003741
## iter 80 value 0.000316
## iter 90 value 0.000150
## final value 0.000099
## converged
## # weights: 646
## initial value 1090.975781
## iter 10 value 237.445573
## iter 20 value 48.913280
## iter 30 value 10.019428
## iter 40 value 1.913566
## iter 50 value 0.124816
## iter 60 value 0.009110
## iter 70 value 0.002483
## iter 80 value 0.000738
## iter 90 value 0.000409
## iter 100 value 0.000222
## final value 0.000222
## stopped after 100 iterations
## # weights: 732
## initial value 520.455329
## iter 10 value 225.623700
## iter 20 value 36.749089
## iter 30 value 8.647331
## iter 40 value 1.510038
## iter 50 value 0.061633
## iter 60 value 0.008088
## iter 70 value 0.002257
## iter 80 value 0.000750
## iter 90 value 0.000303
## iter 100 value 0.000214
## final value 0.000214
## stopped after 100 iterations
## # weights: 818
## initial value 746.300280
## iter 10 value 210.306689
## iter 20 value 37.751949
## iter 30 value 2.868170
## iter 40 value 0.122511
## iter 50 value 0.008846
## iter 60 value 0.002114
## iter 70 value 0.000914
## iter 80 value 0.000235
## iter 90 value 0.000148
## final value 0.000096
## converged
## # weights: 44
## initial value 444.002678
## iter 10 value 358.511621
## iter 20 value 331.578692
## iter 30 value 322.749007
## iter 40 value 321.010700
## iter 50 value 320.622767
## final value 320.618261
## converged
## # weights: 130
## initial value 514.678536
## iter 10 value 327.257496
## iter 20 value 286.590126
## iter 30 value 271.590358
## iter 40 value 259.263768
## iter 50 value 253.569287
## iter 60 value 250.190457
## iter 70 value 247.799275
## iter 80 value 243.667673
## iter 90 value 240.840327
## iter 100 value 238.863342
## final value 238.863342
## stopped after 100 iterations
## # weights: 216
## initial value 492.791572
## iter 10 value 291.863889
## iter 20 value 239.145349
## iter 30 value 214.602585
## iter 40 value 203.587560
## iter 50 value 196.541648
## iter 60 value 191.152473
## iter 70 value 185.255666
## iter 80 value 174.732245
## iter 90 value 169.233065
## iter 100 value 162.389656
## final value 162.389656
## stopped after 100 iterations
## # weights: 302
## initial value 809.459290
## iter 10 value 274.071451
## iter 20 value 205.700044
## iter 30 value 159.970174
## iter 40 value 132.552784
## iter 50 value 117.903287
## iter 60 value 111.366464
## iter 70 value 107.993005
## iter 80 value 106.356890
## iter 90 value 105.165009
## iter 100 value 104.452025
## final value 104.452025
## stopped after 100 iterations
## # weights: 388
## initial value 486.647371
## iter 10 value 268.323405
## iter 20 value 189.693437
## iter 30 value 144.017915
## iter 40 value 119.375309
## iter 50 value 107.687573
## iter 60 value 101.309868
## iter 70 value 97.684463
## iter 80 value 95.713702
## iter 90 value 94.421904
## iter 100 value 93.556646
## final value 93.556646
## stopped after 100 iterations
## # weights: 474
## initial value 511.516610
## iter 10 value 255.551336
## iter 20 value 167.508584
## iter 30 value 130.069432
## iter 40 value 108.841036
## iter 50 value 96.436127
## iter 60 value 90.311015
## iter 70 value 85.967578
## iter 80 value 83.858427
## iter 90 value 82.622730
## iter 100 value 81.720043
## final value 81.720043
## stopped after 100 iterations
## # weights: 560
## initial value 755.424159
## iter 10 value 251.128110
## iter 20 value 162.961870
## iter 30 value 124.211497
## iter 40 value 104.723786
## iter 50 value 93.737963
## iter 60 value 87.180586
## iter 70 value 83.431215
## iter 80 value 80.547817
## iter 90 value 77.914852
## iter 100 value 75.820882
## final value 75.820882
## stopped after 100 iterations
## # weights: 646
## initial value 676.431177
## iter 10 value 244.653580
## iter 20 value 133.778832
## iter 30 value 101.216550
## iter 40 value 87.246897
## iter 50 value 79.901390
## iter 60 value 75.631567
## iter 70 value 71.599773
## iter 80 value 69.386997
## iter 90 value 67.721742
## iter 100 value 66.318522
## final value 66.318522
## stopped after 100 iterations
## # weights: 732
## initial value 775.421049
## iter 10 value 246.580022
## iter 20 value 134.846610
## iter 30 value 92.965174
## iter 40 value 77.644001
## iter 50 value 71.352390
## iter 60 value 68.879590
## iter 70 value 65.946919
## iter 80 value 64.649200
## iter 90 value 63.682717
## iter 100 value 63.018386
## final value 63.018386
## stopped after 100 iterations
## # weights: 818
## initial value 516.350934
## iter 10 value 241.101935
## iter 20 value 128.288584
## iter 30 value 93.706368
## iter 40 value 80.783201
## iter 50 value 73.861441
## iter 60 value 70.177721
## iter 70 value 67.927654
## iter 80 value 66.269817
## iter 90 value 65.149571
## iter 100 value 64.210820
## final value 64.210820
## stopped after 100 iterations
## # weights: 44
## initial value 586.462797
## iter 10 value 355.280721
## iter 20 value 331.312499
## iter 30 value 326.252528
## iter 40 value 324.374643
## iter 50 value 324.317814
## final value 324.317653
## converged
## # weights: 130
## initial value 587.226435
## iter 10 value 333.280750
## iter 20 value 286.944577
## iter 30 value 263.467786
## iter 40 value 255.453885
## iter 50 value 249.130042
## iter 60 value 245.342897
## iter 70 value 236.085296
## iter 80 value 232.445998
## iter 90 value 230.798464
## iter 100 value 229.683875
## final value 229.683875
## stopped after 100 iterations
## # weights: 216
## initial value 504.968039
## iter 10 value 302.630521
## iter 20 value 248.749181
## iter 30 value 222.262488
## iter 40 value 202.073529
## iter 50 value 189.685445
## iter 60 value 173.075876
## iter 70 value 161.860806
## iter 80 value 153.260434
## iter 90 value 147.033381
## iter 100 value 144.621766
## final value 144.621766
## stopped after 100 iterations
## # weights: 302
## initial value 709.819210
## iter 10 value 267.858493
## iter 20 value 181.351746
## iter 30 value 136.193759
## iter 40 value 123.921570
## iter 50 value 109.727313
## iter 60 value 101.567176
## iter 70 value 92.916333
## iter 80 value 86.158959
## iter 90 value 81.626002
## iter 100 value 76.803346
## final value 76.803346
## stopped after 100 iterations
## # weights: 388
## initial value 487.825042
## iter 10 value 252.279380
## iter 20 value 142.771620
## iter 30 value 108.416420
## iter 40 value 88.592048
## iter 50 value 72.114581
## iter 60 value 64.255847
## iter 70 value 59.470791
## iter 80 value 55.591266
## iter 90 value 53.776564
## iter 100 value 52.069785
## final value 52.069785
## stopped after 100 iterations
## # weights: 474
## initial value 477.437790
## iter 10 value 234.965795
## iter 20 value 115.337996
## iter 30 value 86.395391
## iter 40 value 70.271100
## iter 50 value 62.585938
## iter 60 value 55.005146
## iter 70 value 51.476727
## iter 80 value 48.670137
## iter 90 value 46.690110
## iter 100 value 45.466724
## final value 45.466724
## stopped after 100 iterations
## # weights: 560
## initial value 448.973688
## iter 10 value 249.063113
## iter 20 value 112.280221
## iter 30 value 76.369613
## iter 40 value 57.346900
## iter 50 value 49.841683
## iter 60 value 45.978511
## iter 70 value 42.938565
## iter 80 value 41.097330
## iter 90 value 39.602628
## iter 100 value 38.821043
## final value 38.821043
## stopped after 100 iterations
## # weights: 646
## initial value 516.230222
## iter 10 value 234.147554
## iter 20 value 102.027541
## iter 30 value 78.925840
## iter 40 value 62.448608
## iter 50 value 53.852719
## iter 60 value 48.058633
## iter 70 value 44.409646
## iter 80 value 42.592732
## iter 90 value 40.932107
## iter 100 value 39.757728
## final value 39.757728
## stopped after 100 iterations
## # weights: 732
## initial value 478.037539
## iter 10 value 220.413766
## iter 20 value 93.603107
## iter 30 value 65.005427
## iter 40 value 48.117599
## iter 50 value 42.711268
## iter 60 value 39.646123
## iter 70 value 37.225519
## iter 80 value 36.088024
## iter 90 value 35.504091
## iter 100 value 35.061750
## final value 35.061750
## stopped after 100 iterations
## # weights: 818
## initial value 523.662248
## iter 10 value 240.051262
## iter 20 value 103.634193
## iter 30 value 72.181547
## iter 40 value 52.896831
## iter 50 value 45.720769
## iter 60 value 41.416227
## iter 70 value 38.098817
## iter 80 value 36.299652
## iter 90 value 35.037647
## iter 100 value 34.414561
## final value 34.414561
## stopped after 100 iterations
## # weights: 44
## initial value 472.340323
## iter 10 value 340.480419
## iter 20 value 329.991761
## iter 30 value 326.186767
## iter 40 value 324.867047
## iter 50 value 324.810431
## iter 60 value 324.781663
## final value 324.778890
## converged
## # weights: 130
## initial value 477.799701
## iter 10 value 319.669378
## iter 20 value 273.544409
## iter 30 value 246.104294
## iter 40 value 230.534817
## iter 50 value 226.135304
## iter 60 value 222.687943
## iter 70 value 221.870407
## iter 80 value 220.689033
## iter 90 value 219.942842
## iter 100 value 219.510080
## final value 219.510080
## stopped after 100 iterations
## # weights: 216
## initial value 807.302954
## iter 10 value 291.561932
## iter 20 value 225.912682
## iter 30 value 198.060398
## iter 40 value 183.413572
## iter 50 value 175.198545
## iter 60 value 170.646912
## iter 70 value 164.731522
## iter 80 value 158.348462
## iter 90 value 154.626812
## iter 100 value 153.477161
## final value 153.477161
## stopped after 100 iterations
## # weights: 302
## initial value 584.399396
## iter 10 value 249.926491
## iter 20 value 145.235879
## iter 30 value 114.907577
## iter 40 value 100.822868
## iter 50 value 92.220817
## iter 60 value 87.729430
## iter 70 value 83.568769
## iter 80 value 80.376753
## iter 90 value 76.817372
## iter 100 value 70.052958
## final value 70.052958
## stopped after 100 iterations
## # weights: 388
## initial value 498.716077
## iter 10 value 238.548900
## iter 20 value 90.867514
## iter 30 value 62.272840
## iter 40 value 50.856447
## iter 50 value 43.455127
## iter 60 value 38.031364
## iter 70 value 35.019097
## iter 80 value 31.955996
## iter 90 value 30.674571
## iter 100 value 29.782592
## final value 29.782592
## stopped after 100 iterations
## # weights: 474
## initial value 849.148966
## iter 10 value 247.285323
## iter 20 value 103.268451
## iter 30 value 68.397666
## iter 40 value 56.133311
## iter 50 value 46.667166
## iter 60 value 40.359461
## iter 70 value 34.780470
## iter 80 value 31.230088
## iter 90 value 28.842524
## iter 100 value 26.243497
## final value 26.243497
## stopped after 100 iterations
## # weights: 560
## initial value 475.717676
## iter 10 value 233.757140
## iter 20 value 86.118171
## iter 30 value 52.925372
## iter 40 value 41.472868
## iter 50 value 32.951151
## iter 60 value 27.645959
## iter 70 value 25.165490
## iter 80 value 23.372304
## iter 90 value 22.285933
## iter 100 value 21.737523
## final value 21.737523
## stopped after 100 iterations
## # weights: 646
## initial value 646.279240
## iter 10 value 225.104022
## iter 20 value 70.296289
## iter 30 value 48.732209
## iter 40 value 34.693772
## iter 50 value 27.970536
## iter 60 value 24.313184
## iter 70 value 22.209653
## iter 80 value 20.901294
## iter 90 value 19.974304
## iter 100 value 19.200448
## final value 19.200448
## stopped after 100 iterations
## # weights: 732
## initial value 550.667173
## iter 10 value 242.622311
## iter 20 value 73.974393
## iter 30 value 47.142863
## iter 40 value 31.734414
## iter 50 value 24.995439
## iter 60 value 22.044958
## iter 70 value 20.596360
## iter 80 value 19.749262
## iter 90 value 19.160131
## iter 100 value 18.685597
## final value 18.685597
## stopped after 100 iterations
## # weights: 818
## initial value 510.332277
## iter 10 value 227.018933
## iter 20 value 60.826999
## iter 30 value 39.132206
## iter 40 value 26.489283
## iter 50 value 21.522737
## iter 60 value 19.477925
## iter 70 value 18.408482
## iter 80 value 17.759562
## iter 90 value 17.369204
## iter 100 value 17.041725
## final value 17.041725
## stopped after 100 iterations
## # weights: 44
## initial value 482.330597
## iter 10 value 396.055184
## iter 20 value 350.626860
## iter 30 value 328.537747
## iter 40 value 318.663628
## iter 50 value 315.952162
## iter 60 value 315.038661
## iter 70 value 314.838902
## iter 80 value 314.601261
## iter 90 value 309.646389
## iter 100 value 307.616516
## final value 307.616516
## stopped after 100 iterations
## # weights: 130
## initial value 499.412294
## iter 10 value 320.235111
## iter 20 value 273.257771
## iter 30 value 248.057913
## iter 40 value 234.804113
## iter 50 value 229.116969
## iter 60 value 227.313401
## iter 70 value 226.576424
## iter 80 value 226.329922
## iter 90 value 226.178528
## iter 100 value 226.092140
## final value 226.092140
## stopped after 100 iterations
## # weights: 216
## initial value 589.666664
## iter 10 value 289.262881
## iter 20 value 223.784670
## iter 30 value 181.205716
## iter 40 value 160.953524
## iter 50 value 154.127433
## iter 60 value 146.485809
## iter 70 value 135.626385
## iter 80 value 132.477067
## iter 90 value 126.455187
## iter 100 value 117.418386
## final value 117.418386
## stopped after 100 iterations
## # weights: 302
## initial value 488.440153
## iter 10 value 257.351879
## iter 20 value 162.369156
## iter 30 value 113.152028
## iter 40 value 90.585652
## iter 50 value 80.479052
## iter 60 value 70.208701
## iter 70 value 64.767695
## iter 80 value 54.153104
## iter 90 value 49.582144
## iter 100 value 47.399447
## final value 47.399447
## stopped after 100 iterations
## # weights: 388
## initial value 447.264297
## iter 10 value 244.436691
## iter 20 value 103.928217
## iter 30 value 59.580472
## iter 40 value 47.620361
## iter 50 value 39.828228
## iter 60 value 33.765568
## iter 70 value 28.345156
## iter 80 value 25.607917
## iter 90 value 23.396335
## iter 100 value 21.584614
## final value 21.584614
## stopped after 100 iterations
## # weights: 474
## initial value 469.785344
## iter 10 value 228.081182
## iter 20 value 87.980728
## iter 30 value 46.576530
## iter 40 value 33.605777
## iter 50 value 27.642235
## iter 60 value 23.066702
## iter 70 value 20.290664
## iter 80 value 18.583216
## iter 90 value 17.407151
## iter 100 value 16.673902
## final value 16.673902
## stopped after 100 iterations
## # weights: 560
## initial value 472.729950
## iter 10 value 197.129715
## iter 20 value 59.485750
## iter 30 value 31.431945
## iter 40 value 22.247139
## iter 50 value 17.588189
## iter 60 value 15.246892
## iter 70 value 13.731865
## iter 80 value 13.007386
## iter 90 value 12.472796
## iter 100 value 11.823013
## final value 11.823013
## stopped after 100 iterations
## # weights: 646
## initial value 451.362160
## iter 10 value 221.947065
## iter 20 value 69.136448
## iter 30 value 30.575095
## iter 40 value 22.611038
## iter 50 value 18.119809
## iter 60 value 15.017136
## iter 70 value 13.486190
## iter 80 value 12.406763
## iter 90 value 11.576410
## iter 100 value 10.894343
## final value 10.894343
## stopped after 100 iterations
## # weights: 732
## initial value 493.957265
## iter 10 value 211.373306
## iter 20 value 43.206485
## iter 30 value 25.312457
## iter 40 value 17.176307
## iter 50 value 12.904653
## iter 60 value 11.376331
## iter 70 value 10.539454
## iter 80 value 10.118060
## iter 90 value 9.792187
## iter 100 value 9.538279
## final value 9.538279
## stopped after 100 iterations
## # weights: 818
## initial value 511.645609
## iter 10 value 207.803828
## iter 20 value 39.087429
## iter 30 value 22.797052
## iter 40 value 16.342219
## iter 50 value 12.860884
## iter 60 value 11.531682
## iter 70 value 10.667327
## iter 80 value 10.117852
## iter 90 value 9.709262
## iter 100 value 9.380405
## final value 9.380405
## stopped after 100 iterations
## # weights: 44
## initial value 459.407850
## iter 10 value 340.029238
## iter 20 value 318.195522
## iter 30 value 311.461589
## iter 40 value 307.680642
## iter 50 value 306.440009
## iter 60 value 306.372541
## final value 306.372090
## converged
## # weights: 130
## initial value 442.905620
## iter 10 value 310.333368
## iter 20 value 253.609329
## iter 30 value 233.791528
## iter 40 value 227.791903
## iter 50 value 220.761935
## iter 60 value 218.556037
## iter 70 value 217.557547
## iter 80 value 215.672578
## iter 90 value 213.656145
## iter 100 value 212.924562
## final value 212.924562
## stopped after 100 iterations
## # weights: 216
## initial value 530.951817
## iter 10 value 273.355021
## iter 20 value 165.816678
## iter 30 value 120.048810
## iter 40 value 109.212929
## iter 50 value 105.280356
## iter 60 value 101.843235
## iter 70 value 100.178576
## iter 80 value 98.804308
## iter 90 value 95.229048
## iter 100 value 93.595863
## final value 93.595863
## stopped after 100 iterations
## # weights: 302
## initial value 454.395261
## iter 10 value 273.422207
## iter 20 value 154.483342
## iter 30 value 93.003196
## iter 40 value 80.404749
## iter 50 value 74.363340
## iter 60 value 69.496626
## iter 70 value 67.160076
## iter 80 value 57.313760
## iter 90 value 55.151004
## iter 100 value 52.446206
## final value 52.446206
## stopped after 100 iterations
## # weights: 388
## initial value 578.552772
## iter 10 value 255.226163
## iter 20 value 137.314975
## iter 30 value 80.688519
## iter 40 value 64.502427
## iter 50 value 56.434921
## iter 60 value 51.842320
## iter 70 value 48.516167
## iter 80 value 46.642617
## iter 90 value 43.618520
## iter 100 value 40.348007
## final value 40.348007
## stopped after 100 iterations
## # weights: 474
## initial value 465.125362
## iter 10 value 221.807540
## iter 20 value 69.271920
## iter 30 value 26.646603
## iter 40 value 20.149370
## iter 50 value 16.557269
## iter 60 value 14.305718
## iter 70 value 11.792024
## iter 80 value 9.980701
## iter 90 value 8.857378
## iter 100 value 8.101567
## final value 8.101567
## stopped after 100 iterations
## # weights: 560
## initial value 526.743375
## iter 10 value 223.567046
## iter 20 value 37.670528
## iter 30 value 14.317988
## iter 40 value 11.123376
## iter 50 value 8.988409
## iter 60 value 7.590085
## iter 70 value 6.709190
## iter 80 value 6.080437
## iter 90 value 5.672755
## iter 100 value 5.425281
## final value 5.425281
## stopped after 100 iterations
## # weights: 646
## initial value 481.854077
## iter 10 value 210.725784
## iter 20 value 46.535406
## iter 30 value 21.925934
## iter 40 value 14.090215
## iter 50 value 10.623216
## iter 60 value 8.438661
## iter 70 value 7.484171
## iter 80 value 6.661017
## iter 90 value 6.273171
## iter 100 value 5.957007
## final value 5.957007
## stopped after 100 iterations
## # weights: 732
## initial value 499.432630
## iter 10 value 190.856428
## iter 20 value 37.923245
## iter 30 value 16.476424
## iter 40 value 11.442201
## iter 50 value 8.696237
## iter 60 value 6.926885
## iter 70 value 6.003287
## iter 80 value 5.476009
## iter 90 value 5.133298
## iter 100 value 4.848480
## final value 4.848480
## stopped after 100 iterations
## # weights: 818
## initial value 955.518467
## iter 10 value 200.535038
## iter 20 value 31.899985
## iter 30 value 14.759445
## iter 40 value 10.652741
## iter 50 value 8.230897
## iter 60 value 6.097780
## iter 70 value 5.230635
## iter 80 value 4.786279
## iter 90 value 4.554846
## iter 100 value 4.403554
## final value 4.403554
## stopped after 100 iterations
## # weights: 44
## initial value 481.628533
## iter 10 value 329.015861
## iter 20 value 319.724909
## iter 30 value 315.679476
## iter 40 value 311.116662
## iter 50 value 303.347043
## iter 60 value 301.458426
## iter 70 value 300.661884
## iter 80 value 300.423569
## iter 90 value 300.381682
## iter 100 value 300.351001
## final value 300.351001
## stopped after 100 iterations
## # weights: 130
## initial value 544.268270
## iter 10 value 286.149995
## iter 20 value 232.585586
## iter 30 value 203.699341
## iter 40 value 192.537244
## iter 50 value 187.509249
## iter 60 value 184.410402
## iter 70 value 182.037578
## iter 80 value 181.054075
## iter 90 value 180.624963
## iter 100 value 180.437433
## final value 180.437433
## stopped after 100 iterations
## # weights: 216
## initial value 581.742864
## iter 10 value 270.497526
## iter 20 value 192.012844
## iter 30 value 172.778965
## iter 40 value 166.744193
## iter 50 value 163.534297
## iter 60 value 161.836977
## iter 70 value 161.351989
## iter 80 value 159.685596
## iter 90 value 159.449928
## iter 100 value 159.391505
## final value 159.391505
## stopped after 100 iterations
## # weights: 302
## initial value 453.298648
## iter 10 value 253.325185
## iter 20 value 162.461112
## iter 30 value 115.008795
## iter 40 value 103.620319
## iter 50 value 97.533613
## iter 60 value 93.351631
## iter 70 value 85.420968
## iter 80 value 82.627946
## iter 90 value 75.537003
## iter 100 value 71.273442
## final value 71.273442
## stopped after 100 iterations
## # weights: 388
## initial value 445.178563
## iter 10 value 211.143449
## iter 20 value 74.276758
## iter 30 value 39.306499
## iter 40 value 33.463163
## iter 50 value 31.463672
## iter 60 value 28.702692
## iter 70 value 26.073905
## iter 80 value 23.689956
## iter 90 value 21.280362
## iter 100 value 19.198864
## final value 19.198864
## stopped after 100 iterations
## # weights: 474
## initial value 520.359512
## iter 10 value 216.558315
## iter 20 value 60.164776
## iter 30 value 23.869042
## iter 40 value 18.040563
## iter 50 value 11.934283
## iter 60 value 8.916677
## iter 70 value 7.525293
## iter 80 value 5.639255
## iter 90 value 5.063404
## iter 100 value 4.454181
## final value 4.454181
## stopped after 100 iterations
## # weights: 560
## initial value 545.057364
## iter 10 value 211.995503
## iter 20 value 52.571023
## iter 30 value 19.020578
## iter 40 value 10.196063
## iter 50 value 7.822859
## iter 60 value 6.262339
## iter 70 value 5.132316
## iter 80 value 4.467562
## iter 90 value 3.842686
## iter 100 value 3.445780
## final value 3.445780
## stopped after 100 iterations
## # weights: 646
## initial value 527.470492
## iter 10 value 203.944288
## iter 20 value 36.712771
## iter 30 value 10.358854
## iter 40 value 6.121263
## iter 50 value 4.613599
## iter 60 value 3.783730
## iter 70 value 3.351432
## iter 80 value 3.051671
## iter 90 value 2.833467
## iter 100 value 2.697909
## final value 2.697909
## stopped after 100 iterations
## # weights: 732
## initial value 467.296856
## iter 10 value 193.429963
## iter 20 value 27.625517
## iter 30 value 7.206740
## iter 40 value 5.335381
## iter 50 value 4.303458
## iter 60 value 3.583826
## iter 70 value 3.221691
## iter 80 value 2.963639
## iter 90 value 2.759245
## iter 100 value 2.607965
## final value 2.607965
## stopped after 100 iterations
## # weights: 818
## initial value 533.158886
## iter 10 value 190.974964
## iter 20 value 23.204124
## iter 30 value 7.354137
## iter 40 value 4.907791
## iter 50 value 3.510723
## iter 60 value 2.900970
## iter 70 value 2.584426
## iter 80 value 2.423289
## iter 90 value 2.337561
## iter 100 value 2.264989
## final value 2.264989
## stopped after 100 iterations
## # weights: 44
## initial value 625.610289
## iter 10 value 342.266433
## iter 20 value 319.342202
## iter 30 value 311.915627
## iter 40 value 306.389558
## iter 50 value 302.118382
## iter 60 value 295.508672
## iter 70 value 292.961012
## iter 80 value 292.748900
## iter 90 value 292.742372
## iter 100 value 292.742081
## final value 292.742081
## stopped after 100 iterations
## # weights: 130
## initial value 549.861614
## iter 10 value 316.012872
## iter 20 value 244.607785
## iter 30 value 220.695144
## iter 40 value 211.797779
## iter 50 value 207.418513
## iter 60 value 206.964203
## iter 70 value 206.766977
## iter 80 value 206.645075
## iter 90 value 206.145164
## iter 100 value 206.115324
## final value 206.115324
## stopped after 100 iterations
## # weights: 216
## initial value 502.098578
## iter 10 value 287.679809
## iter 20 value 199.216206
## iter 30 value 165.791825
## iter 40 value 152.048492
## iter 50 value 145.160604
## iter 60 value 142.426837
## iter 70 value 141.194332
## iter 80 value 138.362089
## iter 90 value 137.445809
## iter 100 value 137.254478
## final value 137.254478
## stopped after 100 iterations
## # weights: 302
## initial value 629.080673
## iter 10 value 230.917620
## iter 20 value 146.228355
## iter 30 value 109.236801
## iter 40 value 83.266252
## iter 50 value 71.472913
## iter 60 value 69.333125
## iter 70 value 68.137834
## iter 80 value 64.338404
## iter 90 value 63.309429
## iter 100 value 62.426595
## final value 62.426595
## stopped after 100 iterations
## # weights: 388
## initial value 530.428409
## iter 10 value 243.392736
## iter 20 value 95.195034
## iter 30 value 51.037608
## iter 40 value 43.967375
## iter 50 value 41.821105
## iter 60 value 41.079021
## iter 70 value 40.142877
## iter 80 value 39.359826
## iter 90 value 36.970888
## iter 100 value 36.195557
## final value 36.195557
## stopped after 100 iterations
## # weights: 474
## initial value 473.574150
## iter 10 value 230.412185
## iter 20 value 88.292319
## iter 30 value 47.772994
## iter 40 value 36.938029
## iter 50 value 30.747233
## iter 60 value 27.148318
## iter 70 value 24.130530
## iter 80 value 20.340111
## iter 90 value 19.184888
## iter 100 value 16.462009
## final value 16.462009
## stopped after 100 iterations
## # weights: 560
## initial value 830.584836
## iter 10 value 222.372266
## iter 20 value 65.596194
## iter 30 value 25.352346
## iter 40 value 12.065542
## iter 50 value 5.898818
## iter 60 value 4.351893
## iter 70 value 3.379167
## iter 80 value 2.795606
## iter 90 value 2.431954
## iter 100 value 2.229087
## final value 2.229087
## stopped after 100 iterations
## # weights: 646
## initial value 474.927404
## iter 10 value 212.882112
## iter 20 value 40.286091
## iter 30 value 8.161238
## iter 40 value 4.156860
## iter 50 value 3.216930
## iter 60 value 2.651199
## iter 70 value 2.274892
## iter 80 value 2.057688
## iter 90 value 1.894465
## iter 100 value 1.777079
## final value 1.777079
## stopped after 100 iterations
## # weights: 732
## initial value 587.986269
## iter 10 value 210.477052
## iter 20 value 24.321462
## iter 30 value 4.771610
## iter 40 value 3.050171
## iter 50 value 2.401905
## iter 60 value 1.983754
## iter 70 value 1.736095
## iter 80 value 1.572790
## iter 90 value 1.462228
## iter 100 value 1.382372
## final value 1.382372
## stopped after 100 iterations
## # weights: 818
## initial value 484.777029
## iter 10 value 186.823147
## iter 20 value 18.458437
## iter 30 value 4.120616
## iter 40 value 2.474792
## iter 50 value 2.028125
## iter 60 value 1.702567
## iter 70 value 1.482627
## iter 80 value 1.374027
## iter 90 value 1.299103
## iter 100 value 1.238401
## final value 1.238401
## stopped after 100 iterations
## # weights: 44
## initial value 516.686784
## iter 10 value 340.073449
## iter 20 value 317.082378
## iter 30 value 312.172864
## iter 40 value 306.944589
## iter 50 value 306.086225
## iter 60 value 306.040800
## iter 70 value 306.030228
## iter 80 value 306.024947
## iter 90 value 306.015263
## iter 100 value 306.014006
## final value 306.014006
## stopped after 100 iterations
## # weights: 130
## initial value 605.427021
## iter 10 value 291.412748
## iter 20 value 259.462679
## iter 30 value 222.416353
## iter 40 value 205.489959
## iter 50 value 201.576107
## iter 60 value 196.766405
## iter 70 value 193.700845
## iter 80 value 193.034532
## iter 90 value 192.668221
## iter 100 value 192.545137
## final value 192.545137
## stopped after 100 iterations
## # weights: 216
## initial value 611.072303
## iter 10 value 279.253638
## iter 20 value 218.706528
## iter 30 value 150.151424
## iter 40 value 133.137764
## iter 50 value 128.013706
## iter 60 value 122.633224
## iter 70 value 118.905309
## iter 80 value 115.647607
## iter 90 value 113.749652
## iter 100 value 111.521201
## final value 111.521201
## stopped after 100 iterations
## # weights: 302
## initial value 460.100937
## iter 10 value 287.623800
## iter 20 value 164.762899
## iter 30 value 119.856397
## iter 40 value 108.635029
## iter 50 value 103.833944
## iter 60 value 99.209863
## iter 70 value 91.447197
## iter 80 value 88.682430
## iter 90 value 86.850461
## iter 100 value 86.269586
## final value 86.269586
## stopped after 100 iterations
## # weights: 388
## initial value 458.786600
## iter 10 value 233.859888
## iter 20 value 76.122534
## iter 30 value 41.842782
## iter 40 value 33.875168
## iter 50 value 32.869492
## iter 60 value 32.165589
## iter 70 value 31.643110
## iter 80 value 31.317903
## iter 90 value 31.138214
## iter 100 value 28.142553
## final value 28.142553
## stopped after 100 iterations
## # weights: 474
## initial value 730.586177
## iter 10 value 241.249917
## iter 20 value 87.322023
## iter 30 value 31.848658
## iter 40 value 24.817041
## iter 50 value 20.377503
## iter 60 value 18.646295
## iter 70 value 13.347980
## iter 80 value 12.600328
## iter 90 value 10.602369
## iter 100 value 9.983971
## final value 9.983971
## stopped after 100 iterations
## # weights: 560
## initial value 454.311885
## iter 10 value 242.634706
## iter 20 value 46.810499
## iter 30 value 12.133192
## iter 40 value 4.791672
## iter 50 value 3.878745
## iter 60 value 3.337857
## iter 70 value 2.821779
## iter 80 value 2.542866
## iter 90 value 2.264100
## iter 100 value 2.016017
## final value 2.016017
## stopped after 100 iterations
## # weights: 646
## initial value 687.953658
## iter 10 value 197.434231
## iter 20 value 39.244534
## iter 30 value 8.303421
## iter 40 value 2.398683
## iter 50 value 1.964287
## iter 60 value 1.717812
## iter 70 value 1.518890
## iter 80 value 1.396943
## iter 90 value 1.278053
## iter 100 value 1.148881
## final value 1.148881
## stopped after 100 iterations
## # weights: 732
## initial value 586.011473
## iter 10 value 225.109923
## iter 20 value 44.018214
## iter 30 value 12.554425
## iter 40 value 2.155369
## iter 50 value 1.702565
## iter 60 value 1.384953
## iter 70 value 1.124841
## iter 80 value 0.977884
## iter 90 value 0.873867
## iter 100 value 0.798892
## final value 0.798892
## stopped after 100 iterations
## # weights: 818
## initial value 471.943071
## iter 10 value 190.449735
## iter 20 value 23.583454
## iter 30 value 2.165951
## iter 40 value 1.402930
## iter 50 value 1.174761
## iter 60 value 0.988201
## iter 70 value 0.870226
## iter 80 value 0.790245
## iter 90 value 0.733348
## iter 100 value 0.693567
## final value 0.693567
## stopped after 100 iterations
## # weights: 44
## initial value 451.985046
## iter 10 value 344.105110
## iter 20 value 325.653979
## iter 30 value 313.579460
## iter 40 value 307.818220
## iter 50 value 298.431011
## iter 60 value 296.172594
## iter 70 value 296.085791
## iter 80 value 296.070029
## iter 90 value 296.062866
## iter 100 value 296.059785
## final value 296.059785
## stopped after 100 iterations
## # weights: 130
## initial value 472.105711
## iter 10 value 304.628856
## iter 20 value 254.252267
## iter 30 value 231.064033
## iter 40 value 216.122962
## iter 50 value 208.003577
## iter 60 value 203.794639
## iter 70 value 199.442479
## iter 80 value 194.692676
## iter 90 value 193.837496
## iter 100 value 193.548589
## final value 193.548589
## stopped after 100 iterations
## # weights: 216
## initial value 465.326305
## iter 10 value 261.965898
## iter 20 value 198.270697
## iter 30 value 185.802855
## iter 40 value 180.229811
## iter 50 value 170.640456
## iter 60 value 163.614103
## iter 70 value 162.357413
## iter 80 value 161.923858
## iter 90 value 161.347221
## iter 100 value 161.045649
## final value 161.045649
## stopped after 100 iterations
## # weights: 302
## initial value 556.235008
## iter 10 value 235.168507
## iter 20 value 130.647514
## iter 30 value 88.601581
## iter 40 value 78.130606
## iter 50 value 72.290647
## iter 60 value 69.682768
## iter 70 value 67.244432
## iter 80 value 65.109262
## iter 90 value 64.272030
## iter 100 value 63.295894
## final value 63.295894
## stopped after 100 iterations
## # weights: 388
## initial value 503.760629
## iter 10 value 236.379970
## iter 20 value 84.348798
## iter 30 value 50.189586
## iter 40 value 37.112007
## iter 50 value 34.589939
## iter 60 value 31.873675
## iter 70 value 30.572039
## iter 80 value 28.498117
## iter 90 value 27.310212
## iter 100 value 25.246293
## final value 25.246293
## stopped after 100 iterations
## # weights: 474
## initial value 527.848914
## iter 10 value 248.546904
## iter 20 value 73.046892
## iter 30 value 48.107434
## iter 40 value 44.032912
## iter 50 value 39.898177
## iter 60 value 35.041916
## iter 70 value 32.783576
## iter 80 value 31.096652
## iter 90 value 30.367138
## iter 100 value 24.338943
## final value 24.338943
## stopped after 100 iterations
## # weights: 560
## initial value 816.384550
## iter 10 value 225.094963
## iter 20 value 47.664656
## iter 30 value 10.249700
## iter 40 value 3.222501
## iter 50 value 1.807696
## iter 60 value 1.643186
## iter 70 value 1.416970
## iter 80 value 1.273499
## iter 90 value 1.151861
## iter 100 value 1.015777
## final value 1.015777
## stopped after 100 iterations
## # weights: 646
## initial value 470.513431
## iter 10 value 219.631953
## iter 20 value 42.967908
## iter 30 value 13.220433
## iter 40 value 4.243082
## iter 50 value 1.592843
## iter 60 value 1.297613
## iter 70 value 1.124282
## iter 80 value 0.965407
## iter 90 value 0.818851
## iter 100 value 0.710076
## final value 0.710076
## stopped after 100 iterations
## # weights: 732
## initial value 781.449540
## iter 10 value 219.005373
## iter 20 value 23.256154
## iter 30 value 3.073545
## iter 40 value 0.670977
## iter 50 value 0.589949
## iter 60 value 0.531889
## iter 70 value 0.479523
## iter 80 value 0.442457
## iter 90 value 0.410312
## iter 100 value 0.382787
## final value 0.382787
## stopped after 100 iterations
## # weights: 818
## initial value 482.421105
## iter 10 value 188.781558
## iter 20 value 20.455439
## iter 30 value 2.306351
## iter 40 value 0.842984
## iter 50 value 0.756352
## iter 60 value 0.675324
## iter 70 value 0.613224
## iter 80 value 0.556168
## iter 90 value 0.505999
## iter 100 value 0.468347
## final value 0.468347
## stopped after 100 iterations
## # weights: 44
## initial value 473.365567
## iter 10 value 335.540237
## iter 20 value 327.419687
## iter 30 value 321.263334
## iter 40 value 311.139878
## iter 50 value 306.776418
## iter 60 value 306.748976
## final value 306.748925
## converged
## # weights: 130
## initial value 438.727897
## iter 10 value 309.471091
## iter 20 value 263.970756
## iter 30 value 235.953009
## iter 40 value 214.867533
## iter 50 value 203.885046
## iter 60 value 193.056973
## iter 70 value 186.436350
## iter 80 value 185.664433
## iter 90 value 185.657690
## final value 185.651592
## converged
## # weights: 216
## initial value 510.580822
## iter 10 value 265.307301
## iter 20 value 169.048400
## iter 30 value 110.512308
## iter 40 value 93.308368
## iter 50 value 80.455605
## iter 60 value 77.149582
## iter 70 value 73.105176
## iter 80 value 71.263908
## iter 90 value 70.548056
## iter 100 value 70.296066
## final value 70.296066
## stopped after 100 iterations
## # weights: 302
## initial value 457.852334
## iter 10 value 280.218791
## iter 20 value 164.921997
## iter 30 value 109.206393
## iter 40 value 97.696540
## iter 50 value 94.468547
## iter 60 value 90.730610
## iter 70 value 87.449793
## iter 80 value 86.412291
## iter 90 value 85.162001
## iter 100 value 84.043995
## final value 84.043995
## stopped after 100 iterations
## # weights: 388
## initial value 434.842554
## iter 10 value 270.739471
## iter 20 value 144.843901
## iter 30 value 71.620864
## iter 40 value 53.101569
## iter 50 value 47.246923
## iter 60 value 45.522143
## iter 70 value 42.603964
## iter 80 value 40.616241
## iter 90 value 39.858921
## iter 100 value 38.320133
## final value 38.320133
## stopped after 100 iterations
## # weights: 474
## initial value 706.696888
## iter 10 value 215.329429
## iter 20 value 45.031217
## iter 30 value 14.587305
## iter 40 value 6.586084
## iter 50 value 1.614398
## iter 60 value 0.182401
## iter 70 value 0.031195
## iter 80 value 0.003333
## iter 90 value 0.000683
## iter 100 value 0.000184
## final value 0.000184
## stopped after 100 iterations
## # weights: 560
## initial value 481.677889
## iter 10 value 221.337148
## iter 20 value 43.736778
## iter 30 value 11.758646
## iter 40 value 4.350344
## iter 50 value 2.593176
## iter 60 value 1.973167
## iter 70 value 1.919748
## iter 80 value 1.911782
## iter 90 value 1.909845
## iter 100 value 1.909620
## final value 1.909620
## stopped after 100 iterations
## # weights: 646
## initial value 470.143668
## iter 10 value 203.099368
## iter 20 value 39.029177
## iter 30 value 6.668074
## iter 40 value 0.658178
## iter 50 value 0.024861
## iter 60 value 0.004284
## iter 70 value 0.001272
## iter 80 value 0.000336
## iter 90 value 0.000114
## final value 0.000097
## converged
## # weights: 732
## initial value 827.908601
## iter 10 value 205.223036
## iter 20 value 36.055236
## iter 30 value 2.689355
## iter 40 value 0.124145
## iter 50 value 0.009082
## iter 60 value 0.002305
## iter 70 value 0.000755
## iter 80 value 0.000355
## iter 90 value 0.000154
## final value 0.000092
## converged
## # weights: 818
## initial value 551.527367
## iter 10 value 202.435140
## iter 20 value 27.352354
## iter 30 value 2.424659
## iter 40 value 0.123158
## iter 50 value 0.011530
## iter 60 value 0.002887
## iter 70 value 0.000955
## iter 80 value 0.000374
## iter 90 value 0.000191
## final value 0.000097
## converged
## # weights: 44
## initial value 436.384675
## iter 10 value 346.966733
## iter 20 value 334.579988
## iter 30 value 331.009334
## iter 40 value 330.245269
## iter 50 value 329.235603
## iter 60 value 328.212613
## iter 70 value 328.127381
## final value 328.127346
## converged
## # weights: 130
## initial value 596.457815
## iter 10 value 316.005639
## iter 20 value 286.620613
## iter 30 value 268.896117
## iter 40 value 255.881918
## iter 50 value 241.951799
## iter 60 value 234.297520
## iter 70 value 230.077874
## iter 80 value 227.669350
## iter 90 value 226.506001
## iter 100 value 225.861783
## final value 225.861783
## stopped after 100 iterations
## # weights: 216
## initial value 640.551568
## iter 10 value 288.303629
## iter 20 value 241.912014
## iter 30 value 213.640451
## iter 40 value 204.408825
## iter 50 value 195.716549
## iter 60 value 185.945602
## iter 70 value 180.872200
## iter 80 value 177.290722
## iter 90 value 174.404699
## iter 100 value 171.193346
## final value 171.193346
## stopped after 100 iterations
## # weights: 302
## initial value 512.292037
## iter 10 value 284.321073
## iter 20 value 221.592105
## iter 30 value 181.819883
## iter 40 value 156.783163
## iter 50 value 139.717752
## iter 60 value 131.609293
## iter 70 value 125.924044
## iter 80 value 123.295758
## iter 90 value 121.757459
## iter 100 value 120.535392
## final value 120.535392
## stopped after 100 iterations
## # weights: 388
## initial value 460.231536
## iter 10 value 266.753247
## iter 20 value 186.865267
## iter 30 value 155.169754
## iter 40 value 133.353012
## iter 50 value 118.410995
## iter 60 value 108.837336
## iter 70 value 103.039038
## iter 80 value 100.649158
## iter 90 value 97.292604
## iter 100 value 95.466689
## final value 95.466689
## stopped after 100 iterations
## # weights: 474
## initial value 590.071671
## iter 10 value 261.386637
## iter 20 value 171.358035
## iter 30 value 134.822200
## iter 40 value 113.960307
## iter 50 value 103.037755
## iter 60 value 94.833600
## iter 70 value 89.773872
## iter 80 value 85.818577
## iter 90 value 84.367738
## iter 100 value 82.658928
## final value 82.658928
## stopped after 100 iterations
## # weights: 560
## initial value 503.501742
## iter 10 value 255.348229
## iter 20 value 156.212700
## iter 30 value 113.731185
## iter 40 value 95.705062
## iter 50 value 87.875268
## iter 60 value 82.898652
## iter 70 value 80.073442
## iter 80 value 77.904640
## iter 90 value 75.449288
## iter 100 value 73.601385
## final value 73.601385
## stopped after 100 iterations
## # weights: 646
## initial value 489.049414
## iter 10 value 280.196346
## iter 20 value 163.723890
## iter 30 value 110.601830
## iter 40 value 87.513051
## iter 50 value 78.402783
## iter 60 value 74.524228
## iter 70 value 72.342620
## iter 80 value 71.013388
## iter 90 value 69.453981
## iter 100 value 68.124090
## final value 68.124090
## stopped after 100 iterations
## # weights: 732
## initial value 614.966041
## iter 10 value 237.139727
## iter 20 value 138.110104
## iter 30 value 96.153784
## iter 40 value 80.725677
## iter 50 value 74.465278
## iter 60 value 71.217038
## iter 70 value 68.560571
## iter 80 value 66.791880
## iter 90 value 66.070013
## iter 100 value 65.400027
## final value 65.400027
## stopped after 100 iterations
## # weights: 818
## initial value 483.858288
## iter 10 value 234.433910
## iter 20 value 130.111703
## iter 30 value 96.205119
## iter 40 value 81.641131
## iter 50 value 75.705866
## iter 60 value 72.754445
## iter 70 value 69.337438
## iter 80 value 67.488817
## iter 90 value 66.085701
## iter 100 value 64.993788
## final value 64.993788
## stopped after 100 iterations
## # weights: 44
## initial value 487.988243
## iter 10 value 347.629758
## iter 20 value 329.612722
## iter 30 value 324.692344
## iter 40 value 324.157444
## iter 50 value 324.077036
## final value 324.074909
## converged
## # weights: 130
## initial value 481.939856
## iter 10 value 322.028418
## iter 20 value 286.791239
## iter 30 value 254.551225
## iter 40 value 239.613052
## iter 50 value 234.908297
## iter 60 value 230.627314
## iter 70 value 228.218342
## iter 80 value 227.390676
## iter 90 value 226.538260
## iter 100 value 226.097383
## final value 226.097383
## stopped after 100 iterations
## # weights: 216
## initial value 453.984828
## iter 10 value 296.341393
## iter 20 value 249.483855
## iter 30 value 221.345641
## iter 40 value 207.448990
## iter 50 value 198.863877
## iter 60 value 193.676573
## iter 70 value 191.412784
## iter 80 value 188.877436
## iter 90 value 182.424893
## iter 100 value 172.846744
## final value 172.846744
## stopped after 100 iterations
## # weights: 302
## initial value 558.736243
## iter 10 value 249.567658
## iter 20 value 157.851794
## iter 30 value 127.266455
## iter 40 value 115.172784
## iter 50 value 102.177097
## iter 60 value 93.601517
## iter 70 value 89.836658
## iter 80 value 87.716959
## iter 90 value 84.066946
## iter 100 value 79.875585
## final value 79.875585
## stopped after 100 iterations
## # weights: 388
## initial value 542.395300
## iter 10 value 288.410731
## iter 20 value 180.234922
## iter 30 value 136.648386
## iter 40 value 116.692348
## iter 50 value 101.270307
## iter 60 value 91.015226
## iter 70 value 84.444829
## iter 80 value 80.872511
## iter 90 value 73.188140
## iter 100 value 69.212343
## final value 69.212343
## stopped after 100 iterations
## # weights: 474
## initial value 614.305197
## iter 10 value 246.215665
## iter 20 value 131.946281
## iter 30 value 102.116803
## iter 40 value 85.590653
## iter 50 value 74.778095
## iter 60 value 68.033890
## iter 70 value 61.774501
## iter 80 value 57.781042
## iter 90 value 54.837379
## iter 100 value 52.327543
## final value 52.327543
## stopped after 100 iterations
## # weights: 560
## initial value 825.002445
## iter 10 value 219.564690
## iter 20 value 92.844707
## iter 30 value 73.295126
## iter 40 value 59.092658
## iter 50 value 52.457643
## iter 60 value 48.081548
## iter 70 value 45.284137
## iter 80 value 43.117434
## iter 90 value 41.523935
## iter 100 value 40.786785
## final value 40.786785
## stopped after 100 iterations
## # weights: 646
## initial value 480.266163
## iter 10 value 241.991529
## iter 20 value 105.814983
## iter 30 value 74.151651
## iter 40 value 57.701046
## iter 50 value 50.988005
## iter 60 value 46.519679
## iter 70 value 43.290894
## iter 80 value 41.353093
## iter 90 value 40.239516
## iter 100 value 39.317479
## final value 39.317479
## stopped after 100 iterations
## # weights: 732
## initial value 448.508976
## iter 10 value 231.216437
## iter 20 value 88.319581
## iter 30 value 64.528127
## iter 40 value 51.982420
## iter 50 value 45.733296
## iter 60 value 42.112264
## iter 70 value 39.705215
## iter 80 value 37.359818
## iter 90 value 35.464313
## iter 100 value 34.749942
## final value 34.749942
## stopped after 100 iterations
## # weights: 818
## initial value 696.547308
## iter 10 value 237.648963
## iter 20 value 94.843275
## iter 30 value 65.685062
## iter 40 value 49.826420
## iter 50 value 44.250368
## iter 60 value 40.136479
## iter 70 value 38.299156
## iter 80 value 37.124583
## iter 90 value 36.339215
## iter 100 value 35.781940
## final value 35.781940
## stopped after 100 iterations
## # weights: 44
## initial value 437.503374
## iter 10 value 354.029572
## iter 20 value 333.581175
## iter 30 value 323.735458
## iter 40 value 323.207558
## iter 50 value 322.338216
## iter 60 value 322.135483
## iter 70 value 322.099546
## iter 80 value 322.094536
## iter 90 value 322.083450
## iter 100 value 321.324430
## final value 321.324430
## stopped after 100 iterations
## # weights: 130
## initial value 448.956910
## iter 10 value 304.942593
## iter 20 value 260.498124
## iter 30 value 240.668207
## iter 40 value 226.443757
## iter 50 value 222.294131
## iter 60 value 220.178663
## iter 70 value 219.120450
## iter 80 value 214.004847
## iter 90 value 209.096017
## iter 100 value 207.166306
## final value 207.166306
## stopped after 100 iterations
## # weights: 216
## initial value 524.889785
## iter 10 value 287.108353
## iter 20 value 220.064813
## iter 30 value 185.707608
## iter 40 value 162.963090
## iter 50 value 151.678271
## iter 60 value 144.790592
## iter 70 value 139.157991
## iter 80 value 137.342828
## iter 90 value 127.477314
## iter 100 value 124.306409
## final value 124.306409
## stopped after 100 iterations
## # weights: 302
## initial value 492.527977
## iter 10 value 269.507060
## iter 20 value 172.112746
## iter 30 value 131.876732
## iter 40 value 101.276344
## iter 50 value 88.063524
## iter 60 value 81.440567
## iter 70 value 71.402349
## iter 80 value 65.835544
## iter 90 value 61.194675
## iter 100 value 57.654778
## final value 57.654778
## stopped after 100 iterations
## # weights: 388
## initial value 528.000176
## iter 10 value 243.564330
## iter 20 value 117.574495
## iter 30 value 83.703323
## iter 40 value 66.334353
## iter 50 value 56.869052
## iter 60 value 51.230702
## iter 70 value 44.424313
## iter 80 value 40.763138
## iter 90 value 38.390780
## iter 100 value 36.759423
## final value 36.759423
## stopped after 100 iterations
## # weights: 474
## initial value 537.533769
## iter 10 value 263.251694
## iter 20 value 125.333333
## iter 30 value 88.276679
## iter 40 value 65.003570
## iter 50 value 54.092073
## iter 60 value 46.387936
## iter 70 value 40.728826
## iter 80 value 36.588419
## iter 90 value 34.321372
## iter 100 value 32.302926
## final value 32.302926
## stopped after 100 iterations
## # weights: 560
## initial value 618.939164
## iter 10 value 215.862299
## iter 20 value 78.028867
## iter 30 value 50.347508
## iter 40 value 38.827737
## iter 50 value 31.010284
## iter 60 value 26.937894
## iter 70 value 25.223482
## iter 80 value 24.099699
## iter 90 value 23.368831
## iter 100 value 22.808046
## final value 22.808046
## stopped after 100 iterations
## # weights: 646
## initial value 481.242663
## iter 10 value 214.096172
## iter 20 value 64.728097
## iter 30 value 44.301195
## iter 40 value 32.389124
## iter 50 value 27.066988
## iter 60 value 24.337778
## iter 70 value 22.597607
## iter 80 value 21.648543
## iter 90 value 20.798859
## iter 100 value 20.144058
## final value 20.144058
## stopped after 100 iterations
## # weights: 732
## initial value 484.376027
## iter 10 value 220.879802
## iter 20 value 71.131473
## iter 30 value 49.172884
## iter 40 value 33.865174
## iter 50 value 26.238994
## iter 60 value 22.678861
## iter 70 value 20.876986
## iter 80 value 19.705803
## iter 90 value 18.922178
## iter 100 value 18.471209
## final value 18.471209
## stopped after 100 iterations
## # weights: 818
## initial value 838.295288
## iter 10 value 215.825858
## iter 20 value 61.423557
## iter 30 value 42.839826
## iter 40 value 30.927956
## iter 50 value 24.360665
## iter 60 value 21.662637
## iter 70 value 20.277249
## iter 80 value 19.544481
## iter 90 value 19.132820
## iter 100 value 18.798253
## final value 18.798253
## stopped after 100 iterations
## # weights: 44
## initial value 512.740183
## iter 10 value 348.610825
## iter 20 value 332.433129
## iter 30 value 328.103415
## iter 40 value 324.497783
## iter 50 value 321.516256
## iter 60 value 321.249389
## final value 321.247588
## converged
## # weights: 130
## initial value 678.694038
## iter 10 value 336.728592
## iter 20 value 282.723054
## iter 30 value 253.875677
## iter 40 value 238.695079
## iter 50 value 234.937189
## iter 60 value 233.217251
## iter 70 value 232.448114
## iter 80 value 232.186429
## iter 90 value 232.084563
## iter 100 value 232.037183
## final value 232.037183
## stopped after 100 iterations
## # weights: 216
## initial value 904.975125
## iter 10 value 297.435871
## iter 20 value 240.069044
## iter 30 value 186.207506
## iter 40 value 167.335530
## iter 50 value 152.469698
## iter 60 value 147.473969
## iter 70 value 145.297870
## iter 80 value 141.788891
## iter 90 value 136.847019
## iter 100 value 136.263536
## final value 136.263536
## stopped after 100 iterations
## # weights: 302
## initial value 477.732102
## iter 10 value 307.298211
## iter 20 value 226.078605
## iter 30 value 155.951927
## iter 40 value 136.668224
## iter 50 value 116.184213
## iter 60 value 96.617920
## iter 70 value 85.108718
## iter 80 value 73.937813
## iter 90 value 68.921395
## iter 100 value 65.671178
## final value 65.671178
## stopped after 100 iterations
## # weights: 388
## initial value 544.427076
## iter 10 value 244.872192
## iter 20 value 109.659377
## iter 30 value 77.092555
## iter 40 value 61.481272
## iter 50 value 53.345193
## iter 60 value 47.161731
## iter 70 value 40.527054
## iter 80 value 35.071933
## iter 90 value 30.614424
## iter 100 value 27.331307
## final value 27.331307
## stopped after 100 iterations
## # weights: 474
## initial value 623.190633
## iter 10 value 221.156114
## iter 20 value 81.820243
## iter 30 value 54.433874
## iter 40 value 45.617859
## iter 50 value 38.985907
## iter 60 value 34.395900
## iter 70 value 28.754929
## iter 80 value 23.537244
## iter 90 value 20.415388
## iter 100 value 18.514989
## final value 18.514989
## stopped after 100 iterations
## # weights: 560
## initial value 572.047775
## iter 10 value 237.566117
## iter 20 value 63.465337
## iter 30 value 33.986915
## iter 40 value 27.209740
## iter 50 value 22.776359
## iter 60 value 18.795259
## iter 70 value 16.907851
## iter 80 value 15.562216
## iter 90 value 14.580519
## iter 100 value 13.719435
## final value 13.719435
## stopped after 100 iterations
## # weights: 646
## initial value 458.113493
## iter 10 value 225.087493
## iter 20 value 56.310829
## iter 30 value 35.566476
## iter 40 value 26.206937
## iter 50 value 21.057684
## iter 60 value 17.874687
## iter 70 value 15.958369
## iter 80 value 14.522602
## iter 90 value 13.302348
## iter 100 value 12.426567
## final value 12.426567
## stopped after 100 iterations
## # weights: 732
## initial value 623.700102
## iter 10 value 238.713529
## iter 20 value 53.214477
## iter 30 value 32.938650
## iter 40 value 22.909019
## iter 50 value 16.794101
## iter 60 value 13.950707
## iter 70 value 12.450660
## iter 80 value 11.522996
## iter 90 value 11.073240
## iter 100 value 10.629334
## final value 10.629334
## stopped after 100 iterations
## # weights: 818
## initial value 468.336410
## iter 10 value 209.423149
## iter 20 value 47.030274
## iter 30 value 27.011916
## iter 40 value 17.353212
## iter 50 value 13.255751
## iter 60 value 11.437556
## iter 70 value 10.750621
## iter 80 value 10.354200
## iter 90 value 9.988840
## iter 100 value 9.704558
## final value 9.704558
## stopped after 100 iterations
## # weights: 44
## initial value 623.681080
## iter 10 value 344.088804
## iter 20 value 321.623225
## iter 30 value 310.235886
## iter 40 value 308.353117
## iter 50 value 306.115316
## iter 60 value 306.060174
## iter 70 value 306.059932
## iter 70 value 306.059930
## iter 70 value 306.059929
## final value 306.059929
## converged
## # weights: 130
## initial value 480.863658
## iter 10 value 329.379644
## iter 20 value 267.514966
## iter 30 value 242.358405
## iter 40 value 225.003141
## iter 50 value 217.765942
## iter 60 value 214.690444
## iter 70 value 209.106906
## iter 80 value 206.389201
## iter 90 value 205.645112
## iter 100 value 204.865786
## final value 204.865786
## stopped after 100 iterations
## # weights: 216
## initial value 466.424329
## iter 10 value 290.881993
## iter 20 value 221.615061
## iter 30 value 188.083406
## iter 40 value 168.995186
## iter 50 value 166.323557
## iter 60 value 164.400183
## iter 70 value 163.556789
## iter 80 value 162.241508
## iter 90 value 160.461515
## iter 100 value 159.771371
## final value 159.771371
## stopped after 100 iterations
## # weights: 302
## initial value 590.269575
## iter 10 value 273.947369
## iter 20 value 168.140455
## iter 30 value 107.776336
## iter 40 value 83.818275
## iter 50 value 74.346645
## iter 60 value 63.728695
## iter 70 value 57.516894
## iter 80 value 47.692763
## iter 90 value 45.091820
## iter 100 value 43.055403
## final value 43.055403
## stopped after 100 iterations
## # weights: 388
## initial value 475.525522
## iter 10 value 273.243794
## iter 20 value 127.991385
## iter 30 value 100.103972
## iter 40 value 87.885713
## iter 50 value 77.726253
## iter 60 value 68.900601
## iter 70 value 58.118920
## iter 80 value 51.916145
## iter 90 value 47.063365
## iter 100 value 42.571955
## final value 42.571955
## stopped after 100 iterations
## # weights: 474
## initial value 631.206249
## iter 10 value 236.817920
## iter 20 value 76.745527
## iter 30 value 38.820163
## iter 40 value 26.271705
## iter 50 value 21.544396
## iter 60 value 17.632415
## iter 70 value 15.217404
## iter 80 value 13.188282
## iter 90 value 11.897734
## iter 100 value 10.709138
## final value 10.709138
## stopped after 100 iterations
## # weights: 560
## initial value 601.694171
## iter 10 value 233.917345
## iter 20 value 83.661213
## iter 30 value 45.011791
## iter 40 value 25.168789
## iter 50 value 17.337029
## iter 60 value 13.813492
## iter 70 value 11.052966
## iter 80 value 9.622547
## iter 90 value 8.620872
## iter 100 value 7.884189
## final value 7.884189
## stopped after 100 iterations
## # weights: 646
## initial value 472.427391
## iter 10 value 195.410820
## iter 20 value 40.434928
## iter 30 value 19.132904
## iter 40 value 13.994445
## iter 50 value 11.033906
## iter 60 value 9.365459
## iter 70 value 7.811135
## iter 80 value 6.777841
## iter 90 value 6.222035
## iter 100 value 5.834341
## final value 5.834341
## stopped after 100 iterations
## # weights: 732
## initial value 498.916506
## iter 10 value 198.855687
## iter 20 value 38.635040
## iter 30 value 18.967535
## iter 40 value 13.173344
## iter 50 value 9.683030
## iter 60 value 8.105185
## iter 70 value 6.940921
## iter 80 value 6.241379
## iter 90 value 5.730858
## iter 100 value 5.399402
## final value 5.399402
## stopped after 100 iterations
## # weights: 818
## initial value 455.576295
## iter 10 value 189.469522
## iter 20 value 24.427090
## iter 30 value 12.306326
## iter 40 value 8.543907
## iter 50 value 6.475726
## iter 60 value 5.284916
## iter 70 value 4.770221
## iter 80 value 4.510519
## iter 90 value 4.386936
## iter 100 value 4.302386
## final value 4.302386
## stopped after 100 iterations
## # weights: 44
## initial value 592.171865
## iter 10 value 327.867537
## iter 20 value 320.420467
## iter 30 value 316.545275
## iter 40 value 313.525689
## iter 50 value 306.335990
## iter 60 value 304.842860
## iter 70 value 304.708755
## iter 80 value 304.532249
## iter 90 value 304.389488
## iter 100 value 304.379486
## final value 304.379486
## stopped after 100 iterations
## # weights: 130
## initial value 536.542831
## iter 10 value 311.012839
## iter 20 value 252.698035
## iter 30 value 228.233106
## iter 40 value 220.082434
## iter 50 value 216.689974
## iter 60 value 214.708127
## iter 70 value 212.752664
## iter 80 value 211.791351
## iter 90 value 210.979540
## iter 100 value 210.629375
## final value 210.629375
## stopped after 100 iterations
## # weights: 216
## initial value 558.412201
## iter 10 value 263.595964
## iter 20 value 168.764959
## iter 30 value 145.926022
## iter 40 value 132.064628
## iter 50 value 127.839705
## iter 60 value 126.654471
## iter 70 value 126.056203
## iter 80 value 125.592783
## iter 90 value 122.765227
## iter 100 value 122.327355
## final value 122.327355
## stopped after 100 iterations
## # weights: 302
## initial value 546.029831
## iter 10 value 271.520492
## iter 20 value 165.404640
## iter 30 value 98.503181
## iter 40 value 84.219885
## iter 50 value 80.632713
## iter 60 value 77.429221
## iter 70 value 75.723026
## iter 80 value 70.961980
## iter 90 value 68.861571
## iter 100 value 68.089229
## final value 68.089229
## stopped after 100 iterations
## # weights: 388
## initial value 511.997140
## iter 10 value 246.536202
## iter 20 value 96.417108
## iter 30 value 55.470098
## iter 40 value 41.492226
## iter 50 value 36.926710
## iter 60 value 34.317287
## iter 70 value 33.063535
## iter 80 value 32.307401
## iter 90 value 30.421330
## iter 100 value 22.771189
## final value 22.771189
## stopped after 100 iterations
## # weights: 474
## initial value 479.278115
## iter 10 value 237.277503
## iter 20 value 74.315842
## iter 30 value 29.527228
## iter 40 value 20.460370
## iter 50 value 16.526515
## iter 60 value 13.345797
## iter 70 value 10.221109
## iter 80 value 8.931604
## iter 90 value 7.518814
## iter 100 value 6.442303
## final value 6.442303
## stopped after 100 iterations
## # weights: 560
## initial value 445.728297
## iter 10 value 208.735286
## iter 20 value 49.642689
## iter 30 value 18.527440
## iter 40 value 13.465323
## iter 50 value 9.792209
## iter 60 value 7.657027
## iter 70 value 5.791750
## iter 80 value 4.999669
## iter 90 value 4.461223
## iter 100 value 4.105710
## final value 4.105710
## stopped after 100 iterations
## # weights: 646
## initial value 459.835301
## iter 10 value 197.580391
## iter 20 value 44.606819
## iter 30 value 12.373166
## iter 40 value 7.223632
## iter 50 value 5.584925
## iter 60 value 4.391802
## iter 70 value 3.779884
## iter 80 value 3.402855
## iter 90 value 3.149010
## iter 100 value 2.979263
## final value 2.979263
## stopped after 100 iterations
## # weights: 732
## initial value 515.410033
## iter 10 value 205.970940
## iter 20 value 38.222821
## iter 30 value 8.796324
## iter 40 value 6.201823
## iter 50 value 4.742562
## iter 60 value 4.006846
## iter 70 value 3.511043
## iter 80 value 3.188128
## iter 90 value 2.977966
## iter 100 value 2.844492
## final value 2.844492
## stopped after 100 iterations
## # weights: 818
## initial value 454.911234
## iter 10 value 197.162716
## iter 20 value 28.609224
## iter 30 value 9.361405
## iter 40 value 6.017342
## iter 50 value 4.710073
## iter 60 value 3.904275
## iter 70 value 3.454615
## iter 80 value 3.122331
## iter 90 value 2.893781
## iter 100 value 2.742468
## final value 2.742468
## stopped after 100 iterations
## # weights: 44
## initial value 444.775879
## iter 10 value 346.149374
## iter 20 value 326.254654
## iter 30 value 319.757201
## iter 40 value 317.261816
## iter 50 value 310.773729
## iter 60 value 309.730487
## iter 70 value 309.546897
## iter 80 value 309.521897
## iter 90 value 309.504791
## iter 100 value 309.502242
## final value 309.502242
## stopped after 100 iterations
## # weights: 130
## initial value 452.783985
## iter 10 value 290.756903
## iter 20 value 254.885576
## iter 30 value 244.008848
## iter 40 value 236.819997
## iter 50 value 234.588883
## iter 60 value 232.946688
## iter 70 value 231.213692
## iter 80 value 230.034377
## iter 90 value 229.383793
## iter 100 value 229.149761
## final value 229.149761
## stopped after 100 iterations
## # weights: 216
## initial value 591.750847
## iter 10 value 307.139999
## iter 20 value 208.243647
## iter 30 value 162.102245
## iter 40 value 146.184984
## iter 50 value 141.327237
## iter 60 value 136.973538
## iter 70 value 134.171147
## iter 80 value 132.601377
## iter 90 value 131.761964
## iter 100 value 131.388622
## final value 131.388622
## stopped after 100 iterations
## # weights: 302
## initial value 682.041771
## iter 10 value 258.869517
## iter 20 value 142.057786
## iter 30 value 81.354553
## iter 40 value 50.968160
## iter 50 value 42.686744
## iter 60 value 38.772714
## iter 70 value 37.426052
## iter 80 value 35.190256
## iter 90 value 34.259989
## iter 100 value 33.806500
## final value 33.806500
## stopped after 100 iterations
## # weights: 388
## initial value 530.630957
## iter 10 value 250.749089
## iter 20 value 126.128451
## iter 30 value 68.694390
## iter 40 value 53.126501
## iter 50 value 50.244615
## iter 60 value 49.348964
## iter 70 value 48.560906
## iter 80 value 45.579719
## iter 90 value 43.242279
## iter 100 value 42.923389
## final value 42.923389
## stopped after 100 iterations
## # weights: 474
## initial value 598.550947
## iter 10 value 260.144828
## iter 20 value 130.884043
## iter 30 value 78.566857
## iter 40 value 66.766983
## iter 50 value 62.999371
## iter 60 value 56.348789
## iter 70 value 54.756174
## iter 80 value 53.035724
## iter 90 value 49.664780
## iter 100 value 49.116801
## final value 49.116801
## stopped after 100 iterations
## # weights: 560
## initial value 779.212992
## iter 10 value 230.162444
## iter 20 value 59.963717
## iter 30 value 19.469673
## iter 40 value 8.177748
## iter 50 value 6.191014
## iter 60 value 4.612884
## iter 70 value 3.746589
## iter 80 value 3.170155
## iter 90 value 2.751264
## iter 100 value 2.474165
## final value 2.474165
## stopped after 100 iterations
## # weights: 646
## initial value 444.094394
## iter 10 value 211.237838
## iter 20 value 42.357008
## iter 30 value 16.035631
## iter 40 value 9.097799
## iter 50 value 6.188605
## iter 60 value 5.077436
## iter 70 value 4.230136
## iter 80 value 3.481793
## iter 90 value 2.967779
## iter 100 value 2.666552
## final value 2.666552
## stopped after 100 iterations
## # weights: 732
## initial value 515.499584
## iter 10 value 216.086494
## iter 20 value 26.688952
## iter 30 value 6.491149
## iter 40 value 3.219488
## iter 50 value 2.642430
## iter 60 value 2.260123
## iter 70 value 2.017994
## iter 80 value 1.827748
## iter 90 value 1.701432
## iter 100 value 1.600128
## final value 1.600128
## stopped after 100 iterations
## # weights: 818
## initial value 1261.630942
## iter 10 value 197.178499
## iter 20 value 19.484127
## iter 30 value 4.337377
## iter 40 value 2.811793
## iter 50 value 2.182461
## iter 60 value 1.804276
## iter 70 value 1.568615
## iter 80 value 1.418579
## iter 90 value 1.302498
## iter 100 value 1.223155
## final value 1.223155
## stopped after 100 iterations
## # weights: 44
## initial value 443.032891
## iter 10 value 360.648935
## iter 20 value 325.859071
## iter 30 value 317.052121
## iter 40 value 313.245537
## iter 50 value 308.356864
## iter 60 value 306.259345
## iter 70 value 306.214142
## iter 80 value 306.204530
## iter 90 value 306.197988
## iter 100 value 306.195889
## final value 306.195889
## stopped after 100 iterations
## # weights: 130
## initial value 481.798551
## iter 10 value 296.307684
## iter 20 value 253.813717
## iter 30 value 240.120812
## iter 40 value 233.266297
## iter 50 value 228.601357
## iter 60 value 226.747279
## iter 70 value 222.043399
## iter 80 value 219.837355
## iter 90 value 217.895939
## iter 100 value 217.048225
## final value 217.048225
## stopped after 100 iterations
## # weights: 216
## initial value 523.294287
## iter 10 value 301.697664
## iter 20 value 196.889371
## iter 30 value 152.669626
## iter 40 value 130.247846
## iter 50 value 119.036144
## iter 60 value 113.406683
## iter 70 value 107.771441
## iter 80 value 105.598579
## iter 90 value 104.290625
## iter 100 value 102.581755
## final value 102.581755
## stopped after 100 iterations
## # weights: 302
## initial value 473.021911
## iter 10 value 242.909209
## iter 20 value 140.981861
## iter 30 value 104.148204
## iter 40 value 96.169148
## iter 50 value 89.007650
## iter 60 value 87.208774
## iter 70 value 86.271903
## iter 80 value 85.474616
## iter 90 value 84.960151
## iter 100 value 84.722872
## final value 84.722872
## stopped after 100 iterations
## # weights: 388
## initial value 630.838077
## iter 10 value 272.281041
## iter 20 value 146.111896
## iter 30 value 108.459773
## iter 40 value 86.709242
## iter 50 value 81.259116
## iter 60 value 78.838444
## iter 70 value 76.233005
## iter 80 value 74.765658
## iter 90 value 73.801663
## iter 100 value 69.245939
## final value 69.245939
## stopped after 100 iterations
## # weights: 474
## initial value 479.854616
## iter 10 value 258.043686
## iter 20 value 101.776097
## iter 30 value 50.731456
## iter 40 value 38.148412
## iter 50 value 34.032132
## iter 60 value 30.440352
## iter 70 value 24.588221
## iter 80 value 22.074786
## iter 90 value 19.674044
## iter 100 value 18.268537
## final value 18.268537
## stopped after 100 iterations
## # weights: 560
## initial value 590.615538
## iter 10 value 224.505765
## iter 20 value 62.062841
## iter 30 value 10.187728
## iter 40 value 3.354373
## iter 50 value 2.796480
## iter 60 value 2.418446
## iter 70 value 2.095749
## iter 80 value 1.666882
## iter 90 value 1.425235
## iter 100 value 1.278531
## final value 1.278531
## stopped after 100 iterations
## # weights: 646
## initial value 476.664602
## iter 10 value 215.165844
## iter 20 value 34.016857
## iter 30 value 6.198144
## iter 40 value 2.695379
## iter 50 value 2.007527
## iter 60 value 1.616188
## iter 70 value 1.340256
## iter 80 value 1.150459
## iter 90 value 1.029531
## iter 100 value 0.945129
## final value 0.945129
## stopped after 100 iterations
## # weights: 732
## initial value 718.175003
## iter 10 value 238.187744
## iter 20 value 35.916762
## iter 30 value 6.654861
## iter 40 value 2.143096
## iter 50 value 1.759109
## iter 60 value 1.437830
## iter 70 value 1.205685
## iter 80 value 1.014752
## iter 90 value 0.904541
## iter 100 value 0.824581
## final value 0.824581
## stopped after 100 iterations
## # weights: 818
## initial value 566.037582
## iter 10 value 224.719157
## iter 20 value 25.297531
## iter 30 value 3.593588
## iter 40 value 1.610926
## iter 50 value 1.323955
## iter 60 value 1.088967
## iter 70 value 0.921474
## iter 80 value 0.813686
## iter 90 value 0.745776
## iter 100 value 0.697005
## final value 0.697005
## stopped after 100 iterations
## # weights: 44
## initial value 495.819313
## iter 10 value 347.662021
## iter 20 value 326.057584
## iter 30 value 321.590232
## iter 40 value 312.649558
## iter 50 value 302.701658
## iter 60 value 302.335037
## iter 70 value 302.278587
## iter 80 value 302.244474
## iter 90 value 302.233754
## iter 100 value 302.231384
## final value 302.231384
## stopped after 100 iterations
## # weights: 130
## initial value 429.803030
## iter 10 value 336.018933
## iter 20 value 273.244661
## iter 30 value 240.692627
## iter 40 value 226.999133
## iter 50 value 217.508140
## iter 60 value 212.312410
## iter 70 value 207.252683
## iter 80 value 202.338645
## iter 90 value 193.676639
## iter 100 value 190.532964
## final value 190.532964
## stopped after 100 iterations
## # weights: 216
## initial value 651.855443
## iter 10 value 283.269429
## iter 20 value 195.244871
## iter 30 value 174.902413
## iter 40 value 168.505372
## iter 50 value 163.341037
## iter 60 value 159.026394
## iter 70 value 158.216905
## iter 80 value 157.529462
## iter 90 value 157.045536
## iter 100 value 156.888764
## final value 156.888764
## stopped after 100 iterations
## # weights: 302
## initial value 483.313991
## iter 10 value 251.132811
## iter 20 value 125.685796
## iter 30 value 73.569197
## iter 40 value 63.742009
## iter 50 value 56.617731
## iter 60 value 51.471553
## iter 70 value 49.865761
## iter 80 value 49.616968
## iter 90 value 47.161566
## iter 100 value 46.362807
## final value 46.362807
## stopped after 100 iterations
## # weights: 388
## initial value 457.639025
## iter 10 value 276.545332
## iter 20 value 132.481261
## iter 30 value 68.904708
## iter 40 value 42.985073
## iter 50 value 36.167174
## iter 60 value 27.246525
## iter 70 value 25.783078
## iter 80 value 23.882950
## iter 90 value 22.847068
## iter 100 value 21.813316
## final value 21.813316
## stopped after 100 iterations
## # weights: 474
## initial value 551.592620
## iter 10 value 236.561913
## iter 20 value 91.689858
## iter 30 value 35.936710
## iter 40 value 25.392169
## iter 50 value 20.659913
## iter 60 value 17.893353
## iter 70 value 15.263342
## iter 80 value 13.445283
## iter 90 value 11.979131
## iter 100 value 11.532280
## final value 11.532280
## stopped after 100 iterations
## # weights: 560
## initial value 491.584958
## iter 10 value 243.867509
## iter 20 value 56.691363
## iter 30 value 23.053502
## iter 40 value 6.830757
## iter 50 value 3.941402
## iter 60 value 2.700207
## iter 70 value 2.447988
## iter 80 value 2.030858
## iter 90 value 1.674271
## iter 100 value 1.494360
## final value 1.494360
## stopped after 100 iterations
## # weights: 646
## initial value 464.631602
## iter 10 value 223.419036
## iter 20 value 43.729708
## iter 30 value 4.417458
## iter 40 value 1.390293
## iter 50 value 1.175915
## iter 60 value 1.044003
## iter 70 value 0.893197
## iter 80 value 0.794040
## iter 90 value 0.683340
## iter 100 value 0.628298
## final value 0.628298
## stopped after 100 iterations
## # weights: 732
## initial value 487.468867
## iter 10 value 216.036998
## iter 20 value 33.596281
## iter 30 value 6.454839
## iter 40 value 1.814309
## iter 50 value 0.880581
## iter 60 value 0.781215
## iter 70 value 0.685109
## iter 80 value 0.606956
## iter 90 value 0.556808
## iter 100 value 0.519288
## final value 0.519288
## stopped after 100 iterations
## # weights: 818
## initial value 518.930895
## iter 10 value 204.895777
## iter 20 value 26.250411
## iter 30 value 4.241933
## iter 40 value 0.954576
## iter 50 value 0.736371
## iter 60 value 0.663049
## iter 70 value 0.607668
## iter 80 value 0.557584
## iter 90 value 0.505666
## iter 100 value 0.465003
## final value 0.465003
## stopped after 100 iterations
## # weights: 44
## initial value 441.429554
## iter 10 value 342.918766
## iter 20 value 325.663696
## iter 30 value 318.717059
## iter 40 value 317.774102
## iter 50 value 315.950938
## iter 60 value 313.883045
## iter 70 value 312.593743
## iter 80 value 311.839600
## iter 90 value 311.642331
## iter 100 value 311.632633
## final value 311.632633
## stopped after 100 iterations
## # weights: 130
## initial value 449.035329
## iter 10 value 303.080235
## iter 20 value 253.146241
## iter 30 value 223.742608
## iter 40 value 211.048932
## iter 50 value 203.955088
## iter 60 value 195.642908
## iter 70 value 191.284381
## iter 80 value 189.154057
## iter 90 value 189.136000
## iter 100 value 189.133481
## final value 189.133481
## stopped after 100 iterations
## # weights: 216
## initial value 475.316058
## iter 10 value 285.238466
## iter 20 value 214.444145
## iter 30 value 176.341795
## iter 40 value 155.684635
## iter 50 value 139.272530
## iter 60 value 131.276265
## iter 70 value 124.153530
## iter 80 value 120.166430
## iter 90 value 116.512295
## iter 100 value 116.057420
## final value 116.057420
## stopped after 100 iterations
## # weights: 302
## initial value 568.399578
## iter 10 value 262.028194
## iter 20 value 155.533530
## iter 30 value 104.122009
## iter 40 value 88.340144
## iter 50 value 76.795989
## iter 60 value 70.711041
## iter 70 value 68.897421
## iter 80 value 66.440151
## iter 90 value 62.607196
## iter 100 value 62.017020
## final value 62.017020
## stopped after 100 iterations
## # weights: 388
## initial value 468.482661
## iter 10 value 244.238499
## iter 20 value 92.615056
## iter 30 value 75.606613
## iter 40 value 71.832464
## iter 50 value 68.689774
## iter 60 value 64.554499
## iter 70 value 62.818214
## iter 80 value 61.625197
## iter 90 value 60.381949
## iter 100 value 59.373149
## final value 59.373149
## stopped after 100 iterations
## # weights: 474
## initial value 549.449742
## iter 10 value 218.860548
## iter 20 value 64.828945
## iter 30 value 25.970926
## iter 40 value 12.995654
## iter 50 value 8.143099
## iter 60 value 5.467517
## iter 70 value 3.534747
## iter 80 value 2.641902
## iter 90 value 0.996409
## iter 100 value 0.224337
## final value 0.224337
## stopped after 100 iterations
## # weights: 560
## initial value 470.101057
## iter 10 value 224.992571
## iter 20 value 44.658172
## iter 30 value 10.369505
## iter 40 value 1.169250
## iter 50 value 0.084114
## iter 60 value 0.007111
## iter 70 value 0.001684
## iter 80 value 0.000453
## iter 90 value 0.000208
## iter 100 value 0.000117
## final value 0.000117
## stopped after 100 iterations
## # weights: 646
## initial value 774.352633
## iter 10 value 276.766866
## iter 20 value 64.709897
## iter 30 value 20.598298
## iter 40 value 6.099343
## iter 50 value 3.125853
## iter 60 value 1.280793
## iter 70 value 0.309505
## iter 80 value 0.075800
## iter 90 value 0.036643
## iter 100 value 0.014982
## final value 0.014982
## stopped after 100 iterations
## # weights: 732
## initial value 699.385076
## iter 10 value 205.710937
## iter 20 value 26.763446
## iter 30 value 2.534801
## iter 40 value 0.081251
## iter 50 value 0.005678
## iter 60 value 0.001563
## iter 70 value 0.000459
## iter 80 value 0.000193
## iter 90 value 0.000135
## final value 0.000097
## converged
## # weights: 818
## initial value 579.521023
## iter 10 value 226.086322
## iter 20 value 33.417694
## iter 30 value 4.582461
## iter 40 value 0.120244
## iter 50 value 0.007109
## iter 60 value 0.001279
## iter 70 value 0.000380
## iter 80 value 0.000253
## final value 0.000092
## converged
## # weights: 44
## initial value 638.312687
## iter 10 value 360.321663
## iter 20 value 344.713959
## iter 30 value 336.319473
## iter 40 value 330.501958
## iter 50 value 329.971948
## iter 60 value 329.964638
## final value 329.964621
## converged
## # weights: 130
## initial value 515.293809
## iter 10 value 323.481440
## iter 20 value 281.447069
## iter 30 value 263.258654
## iter 40 value 256.201314
## iter 50 value 252.170255
## iter 60 value 249.985581
## iter 70 value 248.052109
## iter 80 value 244.759966
## iter 90 value 241.051244
## iter 100 value 239.815005
## final value 239.815005
## stopped after 100 iterations
## # weights: 216
## initial value 443.416020
## iter 10 value 308.534883
## iter 20 value 268.686985
## iter 30 value 227.803286
## iter 40 value 204.910337
## iter 50 value 193.537732
## iter 60 value 186.490495
## iter 70 value 182.520801
## iter 80 value 180.326801
## iter 90 value 177.101132
## iter 100 value 171.587498
## final value 171.587498
## stopped after 100 iterations
## # weights: 302
## initial value 651.789644
## iter 10 value 287.485567
## iter 20 value 222.527819
## iter 30 value 186.988860
## iter 40 value 161.080023
## iter 50 value 145.113884
## iter 60 value 134.018647
## iter 70 value 128.637659
## iter 80 value 125.563226
## iter 90 value 123.203094
## iter 100 value 120.623496
## final value 120.623496
## stopped after 100 iterations
## # weights: 388
## initial value 591.335114
## iter 10 value 264.279196
## iter 20 value 185.359004
## iter 30 value 150.343051
## iter 40 value 129.344355
## iter 50 value 115.423486
## iter 60 value 106.155054
## iter 70 value 99.200508
## iter 80 value 95.471919
## iter 90 value 91.308428
## iter 100 value 89.583933
## final value 89.583933
## stopped after 100 iterations
## # weights: 474
## initial value 524.752995
## iter 10 value 250.947006
## iter 20 value 154.977318
## iter 30 value 117.479227
## iter 40 value 100.070583
## iter 50 value 90.991566
## iter 60 value 86.354898
## iter 70 value 83.402221
## iter 80 value 81.666810
## iter 90 value 79.925437
## iter 100 value 78.604405
## final value 78.604405
## stopped after 100 iterations
## # weights: 560
## initial value 499.496062
## iter 10 value 231.341652
## iter 20 value 135.017156
## iter 30 value 98.386476
## iter 40 value 85.617466
## iter 50 value 80.434483
## iter 60 value 77.636067
## iter 70 value 75.230814
## iter 80 value 73.888788
## iter 90 value 72.795403
## iter 100 value 72.138872
## final value 72.138872
## stopped after 100 iterations
## # weights: 646
## initial value 823.231017
## iter 10 value 264.023755
## iter 20 value 149.489697
## iter 30 value 101.241218
## iter 40 value 83.650402
## iter 50 value 77.028341
## iter 60 value 73.546956
## iter 70 value 71.091142
## iter 80 value 69.705419
## iter 90 value 68.540914
## iter 100 value 67.549028
## final value 67.549028
## stopped after 100 iterations
## # weights: 732
## initial value 687.897180
## iter 10 value 250.475702
## iter 20 value 139.498810
## iter 30 value 101.501773
## iter 40 value 86.622708
## iter 50 value 78.815504
## iter 60 value 73.557442
## iter 70 value 71.262474
## iter 80 value 69.235587
## iter 90 value 67.926573
## iter 100 value 66.474709
## final value 66.474709
## stopped after 100 iterations
## # weights: 818
## initial value 480.585521
## iter 10 value 248.691439
## iter 20 value 142.280094
## iter 30 value 105.320435
## iter 40 value 85.525687
## iter 50 value 77.203519
## iter 60 value 72.761762
## iter 70 value 69.617092
## iter 80 value 67.785839
## iter 90 value 66.430950
## iter 100 value 65.174725
## final value 65.174725
## stopped after 100 iterations
## # weights: 44
## initial value 567.035990
## iter 10 value 362.154105
## iter 20 value 336.239343
## iter 30 value 324.025451
## iter 40 value 319.287025
## iter 50 value 318.702274
## iter 60 value 318.623394
## final value 318.620898
## converged
## # weights: 130
## initial value 459.166641
## iter 10 value 300.871614
## iter 20 value 251.563802
## iter 30 value 236.465693
## iter 40 value 230.825516
## iter 50 value 228.735190
## iter 60 value 227.628150
## iter 70 value 227.120405
## iter 80 value 226.500763
## iter 90 value 226.369188
## iter 100 value 226.321781
## final value 226.321781
## stopped after 100 iterations
## # weights: 216
## initial value 567.032475
## iter 10 value 294.294284
## iter 20 value 241.895950
## iter 30 value 199.212657
## iter 40 value 168.798282
## iter 50 value 151.779064
## iter 60 value 142.574774
## iter 70 value 137.316441
## iter 80 value 133.670811
## iter 90 value 131.562855
## iter 100 value 128.349257
## final value 128.349257
## stopped after 100 iterations
## # weights: 302
## initial value 481.034630
## iter 10 value 269.185959
## iter 20 value 180.170367
## iter 30 value 141.860931
## iter 40 value 125.274766
## iter 50 value 110.958593
## iter 60 value 101.190571
## iter 70 value 97.277644
## iter 80 value 94.017167
## iter 90 value 89.770754
## iter 100 value 84.218077
## final value 84.218077
## stopped after 100 iterations
## # weights: 388
## initial value 487.384194
## iter 10 value 260.040913
## iter 20 value 156.734791
## iter 30 value 110.536309
## iter 40 value 88.876632
## iter 50 value 76.385220
## iter 60 value 68.385619
## iter 70 value 63.394380
## iter 80 value 61.217454
## iter 90 value 59.338704
## iter 100 value 57.708645
## final value 57.708645
## stopped after 100 iterations
## # weights: 474
## initial value 830.724290
## iter 10 value 252.879830
## iter 20 value 121.137704
## iter 30 value 89.462159
## iter 40 value 74.769068
## iter 50 value 64.328980
## iter 60 value 58.337371
## iter 70 value 52.951540
## iter 80 value 49.605708
## iter 90 value 47.428804
## iter 100 value 46.041414
## final value 46.041414
## stopped after 100 iterations
## # weights: 560
## initial value 484.551928
## iter 10 value 240.363901
## iter 20 value 105.879110
## iter 30 value 79.177813
## iter 40 value 62.612138
## iter 50 value 55.839318
## iter 60 value 51.066696
## iter 70 value 46.971482
## iter 80 value 44.490662
## iter 90 value 42.644890
## iter 100 value 41.460621
## final value 41.460621
## stopped after 100 iterations
## # weights: 646
## initial value 487.365313
## iter 10 value 235.227776
## iter 20 value 104.994442
## iter 30 value 79.716258
## iter 40 value 64.946840
## iter 50 value 52.635940
## iter 60 value 46.416142
## iter 70 value 43.702071
## iter 80 value 41.611851
## iter 90 value 39.964406
## iter 100 value 38.960073
## final value 38.960073
## stopped after 100 iterations
## # weights: 732
## initial value 659.854580
## iter 10 value 233.836869
## iter 20 value 96.327339
## iter 30 value 68.426741
## iter 40 value 52.063514
## iter 50 value 46.315486
## iter 60 value 43.282861
## iter 70 value 40.283422
## iter 80 value 38.749314
## iter 90 value 37.724073
## iter 100 value 37.072365
## final value 37.072365
## stopped after 100 iterations
## # weights: 818
## initial value 503.453387
## iter 10 value 214.034523
## iter 20 value 84.590136
## iter 30 value 57.074491
## iter 40 value 45.026399
## iter 50 value 40.899455
## iter 60 value 38.511243
## iter 70 value 37.019243
## iter 80 value 35.767076
## iter 90 value 34.962017
## iter 100 value 34.390362
## final value 34.390362
## stopped after 100 iterations
## # weights: 44
## initial value 460.628768
## iter 10 value 398.046555
## iter 20 value 338.953235
## iter 30 value 323.196505
## iter 40 value 320.160629
## iter 50 value 317.611055
## iter 60 value 315.134683
## iter 70 value 315.063067
## iter 80 value 314.702428
## iter 90 value 313.855876
## iter 100 value 313.826508
## final value 313.826508
## stopped after 100 iterations
## # weights: 130
## initial value 479.421367
## iter 10 value 304.779734
## iter 20 value 259.798156
## iter 30 value 239.308670
## iter 40 value 232.335591
## iter 50 value 230.314522
## iter 60 value 227.978525
## iter 70 value 223.248089
## iter 80 value 220.172985
## iter 90 value 217.815698
## iter 100 value 216.573195
## final value 216.573195
## stopped after 100 iterations
## # weights: 216
## initial value 493.348333
## iter 10 value 290.997698
## iter 20 value 226.464275
## iter 30 value 196.169279
## iter 40 value 177.045010
## iter 50 value 171.093247
## iter 60 value 168.159032
## iter 70 value 165.670822
## iter 80 value 164.029311
## iter 90 value 161.641351
## iter 100 value 160.612094
## final value 160.612094
## stopped after 100 iterations
## # weights: 302
## initial value 501.908298
## iter 10 value 232.941310
## iter 20 value 129.721776
## iter 30 value 110.512014
## iter 40 value 100.415343
## iter 50 value 93.891200
## iter 60 value 87.856460
## iter 70 value 79.372290
## iter 80 value 72.587097
## iter 90 value 70.157742
## iter 100 value 68.188119
## final value 68.188119
## stopped after 100 iterations
## # weights: 388
## initial value 759.131039
## iter 10 value 239.643537
## iter 20 value 120.820572
## iter 30 value 93.100923
## iter 40 value 69.001970
## iter 50 value 59.578925
## iter 60 value 49.535200
## iter 70 value 44.750898
## iter 80 value 40.832005
## iter 90 value 38.964965
## iter 100 value 36.276249
## final value 36.276249
## stopped after 100 iterations
## # weights: 474
## initial value 595.800258
## iter 10 value 241.867952
## iter 20 value 86.729543
## iter 30 value 59.030816
## iter 40 value 49.283660
## iter 50 value 39.195678
## iter 60 value 35.034037
## iter 70 value 31.372204
## iter 80 value 28.750497
## iter 90 value 27.200963
## iter 100 value 26.138882
## final value 26.138882
## stopped after 100 iterations
## # weights: 560
## initial value 615.643918
## iter 10 value 225.499107
## iter 20 value 75.475405
## iter 30 value 51.124202
## iter 40 value 40.523746
## iter 50 value 33.636356
## iter 60 value 29.505356
## iter 70 value 27.090756
## iter 80 value 25.548889
## iter 90 value 24.356281
## iter 100 value 23.525532
## final value 23.525532
## stopped after 100 iterations
## # weights: 646
## initial value 478.832155
## iter 10 value 222.461254
## iter 20 value 70.926566
## iter 30 value 45.896452
## iter 40 value 36.673798
## iter 50 value 28.820845
## iter 60 value 24.260231
## iter 70 value 22.404722
## iter 80 value 21.387903
## iter 90 value 20.642159
## iter 100 value 20.087629
## final value 20.087629
## stopped after 100 iterations
## # weights: 732
## initial value 519.907148
## iter 10 value 216.670729
## iter 20 value 76.157393
## iter 30 value 49.359963
## iter 40 value 36.054389
## iter 50 value 27.570205
## iter 60 value 23.488398
## iter 70 value 21.668151
## iter 80 value 20.580634
## iter 90 value 19.812638
## iter 100 value 19.308697
## final value 19.308697
## stopped after 100 iterations
## # weights: 818
## initial value 491.474327
## iter 10 value 195.953293
## iter 20 value 55.021408
## iter 30 value 40.018388
## iter 40 value 28.266223
## iter 50 value 23.686974
## iter 60 value 21.220212
## iter 70 value 19.665110
## iter 80 value 18.896753
## iter 90 value 18.394379
## iter 100 value 17.967605
## final value 17.967605
## stopped after 100 iterations
## # weights: 44
## initial value 667.340849
## iter 10 value 381.245155
## iter 20 value 329.807958
## iter 30 value 317.875260
## iter 40 value 316.488272
## iter 50 value 315.654527
## iter 60 value 315.198176
## iter 70 value 314.678143
## iter 80 value 314.543115
## iter 90 value 314.299559
## iter 100 value 314.277656
## final value 314.277656
## stopped after 100 iterations
## # weights: 130
## initial value 531.029503
## iter 10 value 319.258035
## iter 20 value 271.454169
## iter 30 value 242.440547
## iter 40 value 230.158183
## iter 50 value 226.913975
## iter 60 value 223.177793
## iter 70 value 221.618975
## iter 80 value 220.944246
## iter 90 value 219.953480
## iter 100 value 219.319798
## final value 219.319798
## stopped after 100 iterations
## # weights: 216
## initial value 644.499920
## iter 10 value 298.317960
## iter 20 value 202.817373
## iter 30 value 166.202958
## iter 40 value 156.401398
## iter 50 value 149.062393
## iter 60 value 145.997186
## iter 70 value 142.445692
## iter 80 value 140.010784
## iter 90 value 137.400646
## iter 100 value 133.256602
## final value 133.256602
## stopped after 100 iterations
## # weights: 302
## initial value 757.583916
## iter 10 value 262.680298
## iter 20 value 145.075998
## iter 30 value 89.828924
## iter 40 value 72.311678
## iter 50 value 61.775528
## iter 60 value 54.467384
## iter 70 value 49.474060
## iter 80 value 43.561402
## iter 90 value 39.121063
## iter 100 value 36.727881
## final value 36.727881
## stopped after 100 iterations
## # weights: 388
## initial value 694.775145
## iter 10 value 249.880563
## iter 20 value 120.030050
## iter 30 value 67.914908
## iter 40 value 51.825504
## iter 50 value 41.292244
## iter 60 value 35.366176
## iter 70 value 31.994725
## iter 80 value 29.347226
## iter 90 value 26.676031
## iter 100 value 25.079399
## final value 25.079399
## stopped after 100 iterations
## # weights: 474
## initial value 553.362939
## iter 10 value 244.983349
## iter 20 value 108.144311
## iter 30 value 63.797776
## iter 40 value 45.582972
## iter 50 value 36.685625
## iter 60 value 30.739914
## iter 70 value 24.560237
## iter 80 value 20.827996
## iter 90 value 18.192123
## iter 100 value 17.437763
## final value 17.437763
## stopped after 100 iterations
## # weights: 560
## initial value 451.405218
## iter 10 value 243.257047
## iter 20 value 78.525393
## iter 30 value 39.129091
## iter 40 value 26.092197
## iter 50 value 19.743423
## iter 60 value 16.226288
## iter 70 value 14.155517
## iter 80 value 12.877862
## iter 90 value 12.181274
## iter 100 value 11.754270
## final value 11.754270
## stopped after 100 iterations
## # weights: 646
## initial value 485.864248
## iter 10 value 211.956281
## iter 20 value 74.682454
## iter 30 value 39.392641
## iter 40 value 25.895604
## iter 50 value 19.241750
## iter 60 value 16.989660
## iter 70 value 15.170728
## iter 80 value 14.034695
## iter 90 value 12.904459
## iter 100 value 12.157739
## final value 12.157739
## stopped after 100 iterations
## # weights: 732
## initial value 483.728805
## iter 10 value 226.488552
## iter 20 value 48.651388
## iter 30 value 28.098693
## iter 40 value 19.533101
## iter 50 value 14.751772
## iter 60 value 12.438135
## iter 70 value 11.346839
## iter 80 value 10.797181
## iter 90 value 10.394939
## iter 100 value 10.005053
## final value 10.005053
## stopped after 100 iterations
## # weights: 818
## initial value 500.625946
## iter 10 value 180.489916
## iter 20 value 38.589269
## iter 30 value 20.816016
## iter 40 value 16.205235
## iter 50 value 13.246505
## iter 60 value 11.897898
## iter 70 value 11.140076
## iter 80 value 10.671213
## iter 90 value 10.318565
## iter 100 value 9.951338
## final value 9.951338
## stopped after 100 iterations
## # weights: 44
## initial value 532.974855
## iter 10 value 337.269739
## iter 20 value 315.501003
## iter 30 value 309.235341
## iter 40 value 307.949886
## iter 50 value 306.011456
## iter 60 value 305.717067
## iter 70 value 305.714961
## final value 305.714956
## converged
## # weights: 130
## initial value 471.503786
## iter 10 value 337.762373
## iter 20 value 275.115974
## iter 30 value 246.172553
## iter 40 value 228.668025
## iter 50 value 220.956009
## iter 60 value 219.181821
## iter 70 value 218.306903
## iter 80 value 217.953172
## iter 90 value 217.579861
## iter 100 value 217.160030
## final value 217.160030
## stopped after 100 iterations
## # weights: 216
## initial value 618.494892
## iter 10 value 300.110180
## iter 20 value 227.901383
## iter 30 value 178.892532
## iter 40 value 159.210467
## iter 50 value 155.295881
## iter 60 value 153.577132
## iter 70 value 152.577208
## iter 80 value 150.800463
## iter 90 value 147.384534
## iter 100 value 145.912364
## final value 145.912364
## stopped after 100 iterations
## # weights: 302
## initial value 568.710288
## iter 10 value 275.776609
## iter 20 value 155.976436
## iter 30 value 123.916212
## iter 40 value 108.155170
## iter 50 value 100.773452
## iter 60 value 91.736929
## iter 70 value 87.102833
## iter 80 value 81.307998
## iter 90 value 75.489152
## iter 100 value 73.024524
## final value 73.024524
## stopped after 100 iterations
## # weights: 388
## initial value 537.463485
## iter 10 value 230.916341
## iter 20 value 115.716835
## iter 30 value 69.086603
## iter 40 value 56.030460
## iter 50 value 51.261592
## iter 60 value 47.769100
## iter 70 value 42.985432
## iter 80 value 40.484109
## iter 90 value 37.818090
## iter 100 value 31.497906
## final value 31.497906
## stopped after 100 iterations
## # weights: 474
## initial value 550.102644
## iter 10 value 240.341181
## iter 20 value 72.391642
## iter 30 value 33.379568
## iter 40 value 26.525091
## iter 50 value 22.236331
## iter 60 value 18.155294
## iter 70 value 15.373574
## iter 80 value 13.133176
## iter 90 value 11.523355
## iter 100 value 10.296896
## final value 10.296896
## stopped after 100 iterations
## # weights: 560
## initial value 631.598213
## iter 10 value 214.265258
## iter 20 value 46.954040
## iter 30 value 20.811633
## iter 40 value 15.081834
## iter 50 value 12.492574
## iter 60 value 10.849218
## iter 70 value 9.511439
## iter 80 value 8.446378
## iter 90 value 7.494355
## iter 100 value 6.804141
## final value 6.804141
## stopped after 100 iterations
## # weights: 646
## initial value 516.623963
## iter 10 value 200.996821
## iter 20 value 39.157678
## iter 30 value 16.847242
## iter 40 value 12.602885
## iter 50 value 10.602084
## iter 60 value 8.857934
## iter 70 value 7.520266
## iter 80 value 6.570249
## iter 90 value 5.991207
## iter 100 value 5.604418
## final value 5.604418
## stopped after 100 iterations
## # weights: 732
## initial value 696.015013
## iter 10 value 213.011825
## iter 20 value 45.406272
## iter 30 value 20.245419
## iter 40 value 13.128921
## iter 50 value 10.261932
## iter 60 value 8.514892
## iter 70 value 7.072405
## iter 80 value 6.158332
## iter 90 value 5.618803
## iter 100 value 5.308372
## final value 5.308372
## stopped after 100 iterations
## # weights: 818
## initial value 819.148073
## iter 10 value 229.607118
## iter 20 value 42.747249
## iter 30 value 15.953740
## iter 40 value 11.213389
## iter 50 value 8.820229
## iter 60 value 7.408483
## iter 70 value 6.393670
## iter 80 value 5.697033
## iter 90 value 5.209223
## iter 100 value 4.881471
## final value 4.881471
## stopped after 100 iterations
## # weights: 44
## initial value 613.000242
## iter 10 value 329.153992
## iter 20 value 319.389324
## iter 30 value 313.564494
## iter 40 value 307.971166
## iter 50 value 303.349259
## iter 60 value 303.182786
## iter 70 value 303.179737
## iter 80 value 303.177240
## iter 90 value 303.176413
## iter 90 value 303.176411
## final value 303.176411
## converged
## # weights: 130
## initial value 599.060032
## iter 10 value 287.453004
## iter 20 value 246.043324
## iter 30 value 226.019653
## iter 40 value 217.279791
## iter 50 value 213.068743
## iter 60 value 209.830211
## iter 70 value 207.448062
## iter 80 value 206.790578
## iter 90 value 206.590982
## iter 100 value 206.544718
## final value 206.544718
## stopped after 100 iterations
## # weights: 216
## initial value 524.289170
## iter 10 value 279.273141
## iter 20 value 178.174199
## iter 30 value 126.749708
## iter 40 value 106.325961
## iter 50 value 100.246598
## iter 60 value 97.507773
## iter 70 value 96.687154
## iter 80 value 94.235770
## iter 90 value 93.037472
## iter 100 value 92.386279
## final value 92.386279
## stopped after 100 iterations
## # weights: 302
## initial value 455.280929
## iter 10 value 277.649047
## iter 20 value 186.858041
## iter 30 value 113.376090
## iter 40 value 93.671576
## iter 50 value 85.034443
## iter 60 value 78.889859
## iter 70 value 72.901797
## iter 80 value 71.845845
## iter 90 value 70.025664
## iter 100 value 69.261510
## final value 69.261510
## stopped after 100 iterations
## # weights: 388
## initial value 469.784712
## iter 10 value 283.841275
## iter 20 value 136.219138
## iter 30 value 93.226288
## iter 40 value 74.714833
## iter 50 value 67.370907
## iter 60 value 63.364634
## iter 70 value 60.817856
## iter 80 value 55.025139
## iter 90 value 45.805225
## iter 100 value 43.061208
## final value 43.061208
## stopped after 100 iterations
## # weights: 474
## initial value 487.201779
## iter 10 value 214.994853
## iter 20 value 64.446322
## iter 30 value 21.478860
## iter 40 value 12.111204
## iter 50 value 9.419468
## iter 60 value 8.110346
## iter 70 value 6.873714
## iter 80 value 5.949911
## iter 90 value 5.339843
## iter 100 value 4.835801
## final value 4.835801
## stopped after 100 iterations
## # weights: 560
## initial value 596.988840
## iter 10 value 222.822381
## iter 20 value 59.933699
## iter 30 value 18.287530
## iter 40 value 11.176683
## iter 50 value 8.902927
## iter 60 value 7.013288
## iter 70 value 5.810420
## iter 80 value 4.783137
## iter 90 value 4.171291
## iter 100 value 3.757705
## final value 3.757705
## stopped after 100 iterations
## # weights: 646
## initial value 623.115240
## iter 10 value 228.062102
## iter 20 value 51.182904
## iter 30 value 13.813301
## iter 40 value 8.438231
## iter 50 value 6.279727
## iter 60 value 4.967352
## iter 70 value 4.177087
## iter 80 value 3.710303
## iter 90 value 3.406428
## iter 100 value 3.179688
## final value 3.179688
## stopped after 100 iterations
## # weights: 732
## initial value 456.173943
## iter 10 value 213.113710
## iter 20 value 37.410349
## iter 30 value 8.517198
## iter 40 value 6.044413
## iter 50 value 4.796373
## iter 60 value 4.080629
## iter 70 value 3.629863
## iter 80 value 3.297742
## iter 90 value 3.041805
## iter 100 value 2.874610
## final value 2.874610
## stopped after 100 iterations
## # weights: 818
## initial value 649.112870
## iter 10 value 195.423162
## iter 20 value 31.965402
## iter 30 value 9.455170
## iter 40 value 5.642822
## iter 50 value 4.027152
## iter 60 value 3.259126
## iter 70 value 2.916976
## iter 80 value 2.714447
## iter 90 value 2.556946
## iter 100 value 2.431852
## final value 2.431852
## stopped after 100 iterations
## # weights: 44
## initial value 443.571458
## iter 10 value 347.513972
## iter 20 value 328.458179
## iter 30 value 320.222688
## iter 40 value 316.292052
## iter 50 value 310.975904
## iter 60 value 307.881325
## iter 70 value 307.812122
## iter 80 value 307.807695
## iter 90 value 307.807466
## iter 90 value 307.807465
## final value 307.807465
## converged
## # weights: 130
## initial value 450.591297
## iter 10 value 311.703561
## iter 20 value 246.700770
## iter 30 value 224.409191
## iter 40 value 213.738380
## iter 50 value 207.203050
## iter 60 value 201.010018
## iter 70 value 191.403313
## iter 80 value 186.521671
## iter 90 value 185.499252
## iter 100 value 184.926772
## final value 184.926772
## stopped after 100 iterations
## # weights: 216
## initial value 617.790138
## iter 10 value 300.388281
## iter 20 value 213.374069
## iter 30 value 177.543557
## iter 40 value 166.830128
## iter 50 value 162.355436
## iter 60 value 159.379734
## iter 70 value 157.317375
## iter 80 value 156.088714
## iter 90 value 155.387292
## iter 100 value 154.854140
## final value 154.854140
## stopped after 100 iterations
## # weights: 302
## initial value 465.481495
## iter 10 value 248.988928
## iter 20 value 157.114348
## iter 30 value 102.497878
## iter 40 value 89.982642
## iter 50 value 86.764736
## iter 60 value 84.329913
## iter 70 value 80.349782
## iter 80 value 79.070634
## iter 90 value 78.656454
## iter 100 value 77.891319
## final value 77.891319
## stopped after 100 iterations
## # weights: 388
## initial value 470.423508
## iter 10 value 296.422679
## iter 20 value 162.757220
## iter 30 value 119.512683
## iter 40 value 105.199424
## iter 50 value 95.401654
## iter 60 value 93.094671
## iter 70 value 91.215420
## iter 80 value 89.003165
## iter 90 value 88.211362
## iter 100 value 87.468815
## final value 87.468815
## stopped after 100 iterations
## # weights: 474
## initial value 586.029464
## iter 10 value 250.045312
## iter 20 value 110.787777
## iter 30 value 47.170721
## iter 40 value 35.946598
## iter 50 value 28.220767
## iter 60 value 16.616939
## iter 70 value 13.026852
## iter 80 value 9.307959
## iter 90 value 7.974075
## iter 100 value 7.385149
## final value 7.385149
## stopped after 100 iterations
## # weights: 560
## initial value 587.831084
## iter 10 value 219.133416
## iter 20 value 51.770071
## iter 30 value 12.913778
## iter 40 value 5.845708
## iter 50 value 4.843988
## iter 60 value 4.003465
## iter 70 value 3.432227
## iter 80 value 2.914961
## iter 90 value 2.557905
## iter 100 value 2.323324
## final value 2.323324
## stopped after 100 iterations
## # weights: 646
## initial value 442.727203
## iter 10 value 215.588035
## iter 20 value 52.357093
## iter 30 value 9.321273
## iter 40 value 5.805115
## iter 50 value 4.539796
## iter 60 value 3.821611
## iter 70 value 3.100719
## iter 80 value 2.591954
## iter 90 value 2.190347
## iter 100 value 1.922523
## final value 1.922523
## stopped after 100 iterations
## # weights: 732
## initial value 575.866889
## iter 10 value 204.703809
## iter 20 value 32.003036
## iter 30 value 6.994794
## iter 40 value 3.252153
## iter 50 value 2.702619
## iter 60 value 2.240295
## iter 70 value 1.947352
## iter 80 value 1.734691
## iter 90 value 1.601427
## iter 100 value 1.507709
## final value 1.507709
## stopped after 100 iterations
## # weights: 818
## initial value 471.525334
## iter 10 value 199.678813
## iter 20 value 26.511392
## iter 30 value 6.082756
## iter 40 value 3.378514
## iter 50 value 2.589920
## iter 60 value 2.119372
## iter 70 value 1.875256
## iter 80 value 1.692231
## iter 90 value 1.562870
## iter 100 value 1.466288
## final value 1.466288
## stopped after 100 iterations
## # weights: 44
## initial value 496.466046
## iter 10 value 333.948537
## iter 20 value 320.800915
## iter 30 value 315.182465
## iter 40 value 308.078682
## iter 50 value 295.951956
## iter 60 value 295.120900
## iter 70 value 294.941368
## iter 80 value 294.896604
## iter 90 value 294.858977
## iter 100 value 294.827382
## final value 294.827382
## stopped after 100 iterations
## # weights: 130
## initial value 469.089845
## iter 10 value 301.107011
## iter 20 value 237.754514
## iter 30 value 212.613399
## iter 40 value 199.723616
## iter 50 value 193.252621
## iter 60 value 183.264059
## iter 70 value 178.318998
## iter 80 value 177.578741
## iter 90 value 177.146894
## iter 100 value 176.977891
## final value 176.977891
## stopped after 100 iterations
## # weights: 216
## initial value 487.565705
## iter 10 value 304.523167
## iter 20 value 228.088648
## iter 30 value 175.138406
## iter 40 value 166.559207
## iter 50 value 162.230829
## iter 60 value 158.742465
## iter 70 value 157.261844
## iter 80 value 155.382359
## iter 90 value 154.826451
## iter 100 value 154.573797
## final value 154.573797
## stopped after 100 iterations
## # weights: 302
## initial value 500.560136
## iter 10 value 270.310563
## iter 20 value 134.537891
## iter 30 value 86.726768
## iter 40 value 71.980427
## iter 50 value 66.365540
## iter 60 value 62.853553
## iter 70 value 61.545372
## iter 80 value 57.749071
## iter 90 value 56.711346
## iter 100 value 54.285352
## final value 54.285352
## stopped after 100 iterations
## # weights: 388
## initial value 461.722381
## iter 10 value 220.776781
## iter 20 value 85.516865
## iter 30 value 40.504843
## iter 40 value 28.620570
## iter 50 value 20.273215
## iter 60 value 16.550086
## iter 70 value 15.018372
## iter 80 value 12.478019
## iter 90 value 11.606916
## iter 100 value 11.205071
## final value 11.205071
## stopped after 100 iterations
## # weights: 474
## initial value 526.541759
## iter 10 value 259.272973
## iter 20 value 86.330612
## iter 30 value 33.801882
## iter 40 value 17.520657
## iter 50 value 15.303811
## iter 60 value 14.766894
## iter 70 value 14.155069
## iter 80 value 12.992235
## iter 90 value 12.379119
## iter 100 value 11.631772
## final value 11.631772
## stopped after 100 iterations
## # weights: 560
## initial value 669.859009
## iter 10 value 228.740127
## iter 20 value 48.145491
## iter 30 value 9.169066
## iter 40 value 3.462279
## iter 50 value 2.666874
## iter 60 value 2.310981
## iter 70 value 1.999543
## iter 80 value 1.759518
## iter 90 value 1.496792
## iter 100 value 1.350829
## final value 1.350829
## stopped after 100 iterations
## # weights: 646
## initial value 447.222160
## iter 10 value 199.844944
## iter 20 value 29.413331
## iter 30 value 4.557758
## iter 40 value 2.426584
## iter 50 value 2.091413
## iter 60 value 1.798523
## iter 70 value 1.575372
## iter 80 value 1.408174
## iter 90 value 1.270017
## iter 100 value 1.162200
## final value 1.162200
## stopped after 100 iterations
## # weights: 732
## initial value 488.453202
## iter 10 value 216.182731
## iter 20 value 46.744082
## iter 30 value 5.990856
## iter 40 value 2.122631
## iter 50 value 1.724033
## iter 60 value 1.407653
## iter 70 value 1.223608
## iter 80 value 1.097457
## iter 90 value 0.991619
## iter 100 value 0.923756
## final value 0.923756
## stopped after 100 iterations
## # weights: 818
## initial value 846.051138
## iter 10 value 215.690999
## iter 20 value 29.767443
## iter 30 value 4.349181
## iter 40 value 1.969452
## iter 50 value 1.663771
## iter 60 value 1.443059
## iter 70 value 1.270598
## iter 80 value 1.125395
## iter 90 value 1.014336
## iter 100 value 0.922176
## final value 0.922176
## stopped after 100 iterations
## # weights: 44
## initial value 449.687675
## iter 10 value 341.161965
## iter 20 value 316.116163
## iter 30 value 308.097506
## iter 40 value 300.249624
## iter 50 value 290.951462
## iter 60 value 290.693283
## iter 70 value 290.478511
## iter 80 value 290.352330
## iter 90 value 290.276732
## iter 100 value 290.238092
## final value 290.238092
## stopped after 100 iterations
## # weights: 130
## initial value 598.895746
## iter 10 value 299.060887
## iter 20 value 240.636547
## iter 30 value 220.024787
## iter 40 value 207.054967
## iter 50 value 191.577551
## iter 60 value 186.504583
## iter 70 value 182.418318
## iter 80 value 181.445619
## iter 90 value 179.592860
## iter 100 value 178.333781
## final value 178.333781
## stopped after 100 iterations
## # weights: 216
## initial value 585.302253
## iter 10 value 269.230708
## iter 20 value 184.046844
## iter 30 value 148.935601
## iter 40 value 135.342463
## iter 50 value 128.925103
## iter 60 value 123.572047
## iter 70 value 120.218086
## iter 80 value 119.193974
## iter 90 value 118.848359
## iter 100 value 118.632327
## final value 118.632327
## stopped after 100 iterations
## # weights: 302
## initial value 482.533781
## iter 10 value 263.696270
## iter 20 value 164.498715
## iter 30 value 118.895936
## iter 40 value 106.479988
## iter 50 value 100.107352
## iter 60 value 95.994723
## iter 70 value 95.173132
## iter 80 value 94.837253
## iter 90 value 94.525351
## iter 100 value 94.396770
## final value 94.396770
## stopped after 100 iterations
## # weights: 388
## initial value 489.774203
## iter 10 value 237.668968
## iter 20 value 102.762142
## iter 30 value 48.794100
## iter 40 value 42.548969
## iter 50 value 40.866136
## iter 60 value 37.334893
## iter 70 value 35.070321
## iter 80 value 34.039757
## iter 90 value 33.528455
## iter 100 value 33.295611
## final value 33.295611
## stopped after 100 iterations
## # weights: 474
## initial value 539.042606
## iter 10 value 252.178114
## iter 20 value 58.952553
## iter 30 value 20.627101
## iter 40 value 8.178966
## iter 50 value 4.959149
## iter 60 value 4.572341
## iter 70 value 4.230444
## iter 80 value 4.080958
## iter 90 value 3.962790
## iter 100 value 3.868003
## final value 3.868003
## stopped after 100 iterations
## # weights: 560
## initial value 758.518345
## iter 10 value 238.050237
## iter 20 value 51.696405
## iter 30 value 11.175246
## iter 40 value 2.812607
## iter 50 value 1.782798
## iter 60 value 1.462454
## iter 70 value 1.290959
## iter 80 value 1.149698
## iter 90 value 1.042617
## iter 100 value 0.938064
## final value 0.938064
## stopped after 100 iterations
## # weights: 646
## initial value 660.447340
## iter 10 value 221.265541
## iter 20 value 38.782581
## iter 30 value 6.738584
## iter 40 value 1.797928
## iter 50 value 1.492830
## iter 60 value 1.315302
## iter 70 value 1.148455
## iter 80 value 0.989880
## iter 90 value 0.859511
## iter 100 value 0.753055
## final value 0.753055
## stopped after 100 iterations
## # weights: 732
## initial value 525.366384
## iter 10 value 202.403711
## iter 20 value 17.933177
## iter 30 value 2.410718
## iter 40 value 0.911792
## iter 50 value 0.823576
## iter 60 value 0.737920
## iter 70 value 0.650126
## iter 80 value 0.584353
## iter 90 value 0.523150
## iter 100 value 0.488610
## final value 0.488610
## stopped after 100 iterations
## # weights: 818
## initial value 456.850427
## iter 10 value 224.360974
## iter 20 value 28.025290
## iter 30 value 2.592213
## iter 40 value 0.825032
## iter 50 value 0.738960
## iter 60 value 0.664837
## iter 70 value 0.594129
## iter 80 value 0.539234
## iter 90 value 0.490743
## iter 100 value 0.455557
## final value 0.455557
## stopped after 100 iterations
## # weights: 44
## initial value 442.947842
## iter 10 value 331.474225
## iter 20 value 308.024568
## iter 30 value 302.096357
## iter 40 value 297.238009
## iter 50 value 292.440038
## iter 60 value 284.601016
## iter 70 value 283.504848
## iter 80 value 283.502222
## iter 80 value 283.502219
## iter 80 value 283.502219
## final value 283.502219
## converged
## # weights: 130
## initial value 752.937680
## iter 10 value 308.711013
## iter 20 value 247.066562
## iter 30 value 222.731445
## iter 40 value 215.287394
## iter 50 value 209.685903
## iter 60 value 205.614619
## iter 70 value 203.407390
## iter 80 value 199.533981
## iter 90 value 194.094612
## iter 100 value 193.579367
## final value 193.579367
## stopped after 100 iterations
## # weights: 216
## initial value 653.503791
## iter 10 value 269.412848
## iter 20 value 196.177026
## iter 30 value 128.171212
## iter 40 value 115.371660
## iter 50 value 110.464973
## iter 60 value 107.541172
## iter 70 value 104.370785
## iter 80 value 102.768807
## iter 90 value 102.041045
## iter 100 value 101.396587
## final value 101.396587
## stopped after 100 iterations
## # weights: 302
## initial value 474.997659
## iter 10 value 280.247395
## iter 20 value 178.064829
## iter 30 value 99.689012
## iter 40 value 93.700912
## iter 50 value 88.929548
## iter 60 value 86.573501
## iter 70 value 85.374233
## iter 80 value 85.112153
## iter 90 value 85.054693
## iter 100 value 85.011483
## final value 85.011483
## stopped after 100 iterations
## # weights: 388
## initial value 484.309247
## iter 10 value 265.499061
## iter 20 value 126.786398
## iter 30 value 78.019911
## iter 40 value 70.501789
## iter 50 value 66.955808
## iter 60 value 62.326433
## iter 70 value 60.211988
## iter 80 value 59.496727
## iter 90 value 59.301093
## iter 100 value 57.164192
## final value 57.164192
## stopped after 100 iterations
## # weights: 474
## initial value 508.849984
## iter 10 value 219.192010
## iter 20 value 75.013213
## iter 30 value 41.232919
## iter 40 value 31.726306
## iter 50 value 21.850295
## iter 60 value 11.543530
## iter 70 value 6.959224
## iter 80 value 5.195568
## iter 90 value 3.890248
## iter 100 value 2.914347
## final value 2.914347
## stopped after 100 iterations
## # weights: 560
## initial value 563.207021
## iter 10 value 224.899377
## iter 20 value 44.544037
## iter 30 value 9.365694
## iter 40 value 1.623695
## iter 50 value 0.174303
## iter 60 value 0.016260
## iter 70 value 0.001722
## iter 80 value 0.000456
## iter 90 value 0.000171
## final value 0.000099
## converged
## # weights: 646
## initial value 603.452078
## iter 10 value 189.973422
## iter 20 value 30.338514
## iter 30 value 2.176050
## iter 40 value 0.093176
## iter 50 value 0.007373
## iter 60 value 0.001683
## iter 70 value 0.000515
## iter 80 value 0.000154
## final value 0.000088
## converged
## # weights: 732
## initial value 670.106406
## iter 10 value 223.740418
## iter 20 value 36.512583
## iter 30 value 3.077731
## iter 40 value 0.136078
## iter 50 value 0.009194
## iter 60 value 0.001963
## iter 70 value 0.000711
## iter 80 value 0.000297
## iter 90 value 0.000179
## iter 100 value 0.000108
## final value 0.000108
## stopped after 100 iterations
## # weights: 818
## initial value 477.457995
## iter 10 value 212.652758
## iter 20 value 21.901984
## iter 30 value 2.254122
## iter 40 value 0.060902
## iter 50 value 0.005538
## iter 60 value 0.001526
## iter 70 value 0.000606
## iter 80 value 0.000202
## iter 90 value 0.000121
## final value 0.000095
## converged
## # weights: 44
## initial value 434.492300
## iter 10 value 338.702744
## iter 20 value 323.177444
## iter 30 value 318.284737
## iter 40 value 316.999271
## iter 50 value 313.303118
## iter 60 value 311.690596
## iter 70 value 311.575870
## final value 311.575835
## converged
## # weights: 130
## initial value 463.473801
## iter 10 value 322.801676
## iter 20 value 281.968887
## iter 30 value 254.785187
## iter 40 value 245.637759
## iter 50 value 241.196885
## iter 60 value 236.425623
## iter 70 value 234.597450
## iter 80 value 234.213312
## iter 90 value 234.030966
## iter 100 value 233.996315
## final value 233.996315
## stopped after 100 iterations
## # weights: 216
## initial value 480.852523
## iter 10 value 278.521356
## iter 20 value 213.125752
## iter 30 value 186.203573
## iter 40 value 171.597854
## iter 50 value 162.762580
## iter 60 value 156.131857
## iter 70 value 153.588253
## iter 80 value 151.969394
## iter 90 value 150.813737
## iter 100 value 149.425123
## final value 149.425123
## stopped after 100 iterations
## # weights: 302
## initial value 472.575438
## iter 10 value 295.949615
## iter 20 value 221.704185
## iter 30 value 168.625459
## iter 40 value 142.644016
## iter 50 value 129.655916
## iter 60 value 121.741243
## iter 70 value 114.528351
## iter 80 value 110.296390
## iter 90 value 107.811814
## iter 100 value 106.079783
## final value 106.079783
## stopped after 100 iterations
## # weights: 388
## initial value 1115.636575
## iter 10 value 261.929847
## iter 20 value 186.333596
## iter 30 value 148.825137
## iter 40 value 123.941918
## iter 50 value 110.999933
## iter 60 value 103.838650
## iter 70 value 98.671217
## iter 80 value 94.842084
## iter 90 value 90.913609
## iter 100 value 88.340554
## final value 88.340554
## stopped after 100 iterations
## # weights: 474
## initial value 457.993653
## iter 10 value 255.080500
## iter 20 value 169.343297
## iter 30 value 136.572759
## iter 40 value 117.966338
## iter 50 value 107.290487
## iter 60 value 101.815910
## iter 70 value 95.773759
## iter 80 value 91.995523
## iter 90 value 90.007751
## iter 100 value 88.057681
## final value 88.057681
## stopped after 100 iterations
## # weights: 560
## initial value 582.265033
## iter 10 value 255.892663
## iter 20 value 155.834664
## iter 30 value 112.182666
## iter 40 value 90.350501
## iter 50 value 81.057061
## iter 60 value 76.539563
## iter 70 value 74.601807
## iter 80 value 73.486416
## iter 90 value 72.751872
## iter 100 value 71.967435
## final value 71.967435
## stopped after 100 iterations
## # weights: 646
## initial value 756.673545
## iter 10 value 232.519059
## iter 20 value 140.910880
## iter 30 value 105.355408
## iter 40 value 87.019774
## iter 50 value 78.959809
## iter 60 value 75.125431
## iter 70 value 72.245617
## iter 80 value 70.734047
## iter 90 value 69.110930
## iter 100 value 67.796574
## final value 67.796574
## stopped after 100 iterations
## # weights: 732
## initial value 492.125402
## iter 10 value 238.312560
## iter 20 value 127.024015
## iter 30 value 93.835906
## iter 40 value 81.294391
## iter 50 value 75.344595
## iter 60 value 71.668910
## iter 70 value 68.742209
## iter 80 value 66.929752
## iter 90 value 65.704801
## iter 100 value 64.735360
## final value 64.735360
## stopped after 100 iterations
## # weights: 818
## initial value 445.559754
## iter 10 value 220.543558
## iter 20 value 117.843587
## iter 30 value 83.123643
## iter 40 value 73.406984
## iter 50 value 69.620945
## iter 60 value 67.851712
## iter 70 value 66.062170
## iter 80 value 65.214891
## iter 90 value 64.464938
## iter 100 value 64.088628
## final value 64.088628
## stopped after 100 iterations
## # weights: 44
## initial value 666.530392
## iter 10 value 328.787185
## iter 20 value 319.092737
## iter 30 value 314.682579
## iter 40 value 314.021297
## iter 50 value 313.859860
## final value 313.845926
## converged
## # weights: 130
## initial value 451.287361
## iter 10 value 298.148267
## iter 20 value 266.275508
## iter 30 value 257.421814
## iter 40 value 255.648001
## iter 50 value 255.153574
## iter 60 value 254.961853
## iter 70 value 254.241235
## iter 80 value 253.805062
## iter 90 value 251.833582
## iter 100 value 248.838968
## final value 248.838968
## stopped after 100 iterations
## # weights: 216
## initial value 589.676624
## iter 10 value 298.760657
## iter 20 value 229.476097
## iter 30 value 192.241181
## iter 40 value 178.338741
## iter 50 value 165.683100
## iter 60 value 155.345758
## iter 70 value 148.863951
## iter 80 value 145.730194
## iter 90 value 144.336743
## iter 100 value 142.552300
## final value 142.552300
## stopped after 100 iterations
## # weights: 302
## initial value 447.865773
## iter 10 value 259.566815
## iter 20 value 165.620078
## iter 30 value 129.582820
## iter 40 value 114.107036
## iter 50 value 100.713345
## iter 60 value 92.823650
## iter 70 value 88.931548
## iter 80 value 85.422180
## iter 90 value 83.355308
## iter 100 value 79.787518
## final value 79.787518
## stopped after 100 iterations
## # weights: 388
## initial value 792.705128
## iter 10 value 254.891973
## iter 20 value 148.546134
## iter 30 value 111.448156
## iter 40 value 92.275514
## iter 50 value 79.767485
## iter 60 value 69.807032
## iter 70 value 64.248403
## iter 80 value 59.957645
## iter 90 value 56.971098
## iter 100 value 54.826370
## final value 54.826370
## stopped after 100 iterations
## # weights: 474
## initial value 808.565919
## iter 10 value 243.509922
## iter 20 value 127.785211
## iter 30 value 90.958753
## iter 40 value 69.734110
## iter 50 value 60.323504
## iter 60 value 56.036461
## iter 70 value 52.201251
## iter 80 value 48.340836
## iter 90 value 46.048656
## iter 100 value 44.295342
## final value 44.295342
## stopped after 100 iterations
## # weights: 560
## initial value 691.704545
## iter 10 value 233.225918
## iter 20 value 112.245829
## iter 30 value 80.425229
## iter 40 value 60.613953
## iter 50 value 52.494389
## iter 60 value 47.171225
## iter 70 value 44.262401
## iter 80 value 41.973808
## iter 90 value 40.264575
## iter 100 value 39.288281
## final value 39.288281
## stopped after 100 iterations
## # weights: 646
## initial value 659.882040
## iter 10 value 224.034715
## iter 20 value 95.120515
## iter 30 value 68.242765
## iter 40 value 54.520259
## iter 50 value 48.846439
## iter 60 value 44.079792
## iter 70 value 41.686720
## iter 80 value 39.533567
## iter 90 value 38.286342
## iter 100 value 37.083908
## final value 37.083908
## stopped after 100 iterations
## # weights: 732
## initial value 531.391423
## iter 10 value 222.739299
## iter 20 value 99.489970
## iter 30 value 74.878603
## iter 40 value 58.288641
## iter 50 value 49.540512
## iter 60 value 43.573376
## iter 70 value 39.053380
## iter 80 value 36.711024
## iter 90 value 35.176876
## iter 100 value 34.227371
## final value 34.227371
## stopped after 100 iterations
## # weights: 818
## initial value 667.675671
## iter 10 value 224.658317
## iter 20 value 85.185982
## iter 30 value 61.545967
## iter 40 value 47.419007
## iter 50 value 41.647346
## iter 60 value 38.175759
## iter 70 value 36.662229
## iter 80 value 35.693013
## iter 90 value 35.246406
## iter 100 value 34.882742
## final value 34.882742
## stopped after 100 iterations
## # weights: 44
## initial value 630.921803
## iter 10 value 375.976621
## iter 20 value 346.620527
## iter 30 value 322.424734
## iter 40 value 317.865900
## iter 50 value 312.039933
## iter 60 value 308.036802
## iter 70 value 307.328660
## iter 80 value 307.076886
## iter 90 value 307.031260
## iter 100 value 307.018976
## final value 307.018976
## stopped after 100 iterations
## # weights: 130
## initial value 451.987884
## iter 10 value 298.524345
## iter 20 value 248.087975
## iter 30 value 223.209386
## iter 40 value 211.816246
## iter 50 value 208.280580
## iter 60 value 207.063772
## iter 70 value 206.745264
## iter 80 value 206.498781
## iter 90 value 205.463731
## iter 100 value 205.364489
## final value 205.364489
## stopped after 100 iterations
## # weights: 216
## initial value 453.135573
## iter 10 value 266.003043
## iter 20 value 200.908977
## iter 30 value 179.655451
## iter 40 value 162.603584
## iter 50 value 153.685515
## iter 60 value 145.930291
## iter 70 value 138.914000
## iter 80 value 135.763626
## iter 90 value 132.876652
## iter 100 value 127.260880
## final value 127.260880
## stopped after 100 iterations
## # weights: 302
## initial value 649.041817
## iter 10 value 239.682924
## iter 20 value 136.931119
## iter 30 value 110.366838
## iter 40 value 97.090781
## iter 50 value 87.767126
## iter 60 value 80.699780
## iter 70 value 73.849896
## iter 80 value 69.109674
## iter 90 value 65.654664
## iter 100 value 61.884744
## final value 61.884744
## stopped after 100 iterations
## # weights: 388
## initial value 581.979276
## iter 10 value 219.173082
## iter 20 value 89.432435
## iter 30 value 62.741539
## iter 40 value 50.491266
## iter 50 value 41.942542
## iter 60 value 36.967065
## iter 70 value 32.913770
## iter 80 value 30.818842
## iter 90 value 29.677022
## iter 100 value 28.722275
## final value 28.722275
## stopped after 100 iterations
## # weights: 474
## initial value 476.053214
## iter 10 value 223.513560
## iter 20 value 73.657953
## iter 30 value 52.316537
## iter 40 value 42.191218
## iter 50 value 34.873092
## iter 60 value 30.918298
## iter 70 value 27.819389
## iter 80 value 25.949066
## iter 90 value 24.966209
## iter 100 value 24.131037
## final value 24.131037
## stopped after 100 iterations
## # weights: 560
## initial value 479.323085
## iter 10 value 237.817218
## iter 20 value 80.261376
## iter 30 value 54.847042
## iter 40 value 40.852672
## iter 50 value 32.122401
## iter 60 value 27.832606
## iter 70 value 24.828436
## iter 80 value 23.022457
## iter 90 value 21.850889
## iter 100 value 20.844683
## final value 20.844683
## stopped after 100 iterations
## # weights: 646
## initial value 493.758329
## iter 10 value 212.068495
## iter 20 value 74.886318
## iter 30 value 47.705285
## iter 40 value 35.246898
## iter 50 value 28.457745
## iter 60 value 25.939244
## iter 70 value 24.010166
## iter 80 value 22.726691
## iter 90 value 21.799062
## iter 100 value 21.124472
## final value 21.124472
## stopped after 100 iterations
## # weights: 732
## initial value 646.278275
## iter 10 value 209.165213
## iter 20 value 62.646286
## iter 30 value 43.109354
## iter 40 value 29.941903
## iter 50 value 24.452629
## iter 60 value 22.284192
## iter 70 value 20.814837
## iter 80 value 19.928845
## iter 90 value 19.162875
## iter 100 value 18.403595
## final value 18.403595
## stopped after 100 iterations
## # weights: 818
## initial value 508.575746
## iter 10 value 238.604574
## iter 20 value 75.531184
## iter 30 value 53.087474
## iter 40 value 40.136479
## iter 50 value 30.958512
## iter 60 value 26.335370
## iter 70 value 23.650737
## iter 80 value 22.215746
## iter 90 value 21.060347
## iter 100 value 20.203400
## final value 20.203400
## stopped after 100 iterations
## # weights: 44
## initial value 583.325278
## iter 10 value 343.346283
## iter 20 value 317.867007
## iter 30 value 309.426060
## iter 40 value 305.672387
## iter 50 value 304.417995
## iter 60 value 304.295344
## final value 304.277865
## converged
## # weights: 130
## initial value 803.529065
## iter 10 value 329.281204
## iter 20 value 270.072465
## iter 30 value 232.885196
## iter 40 value 216.028285
## iter 50 value 205.029068
## iter 60 value 201.881109
## iter 70 value 201.393260
## iter 80 value 201.203185
## iter 90 value 200.655648
## iter 100 value 200.011369
## final value 200.011369
## stopped after 100 iterations
## # weights: 216
## initial value 644.640704
## iter 10 value 273.718272
## iter 20 value 203.529784
## iter 30 value 161.595290
## iter 40 value 149.049124
## iter 50 value 138.836650
## iter 60 value 133.295897
## iter 70 value 129.520178
## iter 80 value 125.770371
## iter 90 value 121.087693
## iter 100 value 117.147232
## final value 117.147232
## stopped after 100 iterations
## # weights: 302
## initial value 450.282742
## iter 10 value 254.593148
## iter 20 value 147.333202
## iter 30 value 120.769997
## iter 40 value 110.032024
## iter 50 value 95.897112
## iter 60 value 87.251159
## iter 70 value 83.591049
## iter 80 value 81.069857
## iter 90 value 74.687807
## iter 100 value 67.331627
## final value 67.331627
## stopped after 100 iterations
## # weights: 388
## initial value 682.085461
## iter 10 value 238.711610
## iter 20 value 100.442958
## iter 30 value 56.186152
## iter 40 value 45.903225
## iter 50 value 38.817937
## iter 60 value 33.181500
## iter 70 value 29.434633
## iter 80 value 26.161705
## iter 90 value 23.519159
## iter 100 value 22.030050
## final value 22.030050
## stopped after 100 iterations
## # weights: 474
## initial value 550.237629
## iter 10 value 265.602068
## iter 20 value 99.829346
## iter 30 value 57.623540
## iter 40 value 42.567311
## iter 50 value 32.266434
## iter 60 value 25.237062
## iter 70 value 19.906654
## iter 80 value 17.618141
## iter 90 value 16.091962
## iter 100 value 15.334198
## final value 15.334198
## stopped after 100 iterations
## # weights: 560
## initial value 937.181226
## iter 10 value 225.163633
## iter 20 value 62.667905
## iter 30 value 36.939978
## iter 40 value 27.116738
## iter 50 value 19.770121
## iter 60 value 16.135571
## iter 70 value 14.340267
## iter 80 value 13.162819
## iter 90 value 12.278837
## iter 100 value 11.656249
## final value 11.656249
## stopped after 100 iterations
## # weights: 646
## initial value 864.590046
## iter 10 value 235.606144
## iter 20 value 57.001035
## iter 30 value 33.852118
## iter 40 value 23.387682
## iter 50 value 17.241601
## iter 60 value 14.196489
## iter 70 value 12.805102
## iter 80 value 11.967543
## iter 90 value 11.547222
## iter 100 value 11.218491
## final value 11.218491
## stopped after 100 iterations
## # weights: 732
## initial value 783.811236
## iter 10 value 227.560564
## iter 20 value 59.874521
## iter 30 value 36.843116
## iter 40 value 25.505113
## iter 50 value 18.729715
## iter 60 value 15.014740
## iter 70 value 13.476223
## iter 80 value 12.557487
## iter 90 value 11.697762
## iter 100 value 11.119542
## final value 11.119542
## stopped after 100 iterations
## # weights: 818
## initial value 547.099885
## iter 10 value 231.982561
## iter 20 value 60.975519
## iter 30 value 35.651977
## iter 40 value 21.233345
## iter 50 value 15.470977
## iter 60 value 13.102171
## iter 70 value 11.891210
## iter 80 value 11.141660
## iter 90 value 10.752522
## iter 100 value 10.346542
## final value 10.346542
## stopped after 100 iterations
## # weights: 44
## initial value 592.647269
## iter 10 value 435.940753
## iter 20 value 384.188889
## iter 30 value 374.865717
## iter 40 value 370.549761
## iter 50 value 368.959981
## iter 60 value 367.670994
## iter 70 value 363.936797
## iter 80 value 363.200707
## iter 90 value 362.891046
## iter 100 value 362.853433
## final value 362.853433
## stopped after 100 iterations
## # weights: 130
## initial value 513.145636
## iter 10 value 310.498881
## iter 20 value 250.671633
## iter 30 value 232.601815
## iter 40 value 226.665095
## iter 50 value 223.165698
## iter 60 value 220.502831
## iter 70 value 217.826632
## iter 80 value 216.941431
## iter 90 value 216.753476
## iter 100 value 216.712529
## final value 216.712529
## stopped after 100 iterations
## # weights: 216
## initial value 524.300184
## iter 10 value 252.438394
## iter 20 value 195.360417
## iter 30 value 162.054521
## iter 40 value 144.771124
## iter 50 value 136.167628
## iter 60 value 132.897976
## iter 70 value 131.063292
## iter 80 value 130.092988
## iter 90 value 129.303832
## iter 100 value 128.873744
## final value 128.873744
## stopped after 100 iterations
## # weights: 302
## initial value 484.170931
## iter 10 value 264.253094
## iter 20 value 157.583868
## iter 30 value 110.790540
## iter 40 value 96.359931
## iter 50 value 93.723032
## iter 60 value 89.846574
## iter 70 value 87.600587
## iter 80 value 86.234763
## iter 90 value 82.156575
## iter 100 value 80.296012
## final value 80.296012
## stopped after 100 iterations
## # weights: 388
## initial value 512.256368
## iter 10 value 244.050884
## iter 20 value 119.524037
## iter 30 value 83.538413
## iter 40 value 71.186088
## iter 50 value 63.500231
## iter 60 value 56.834923
## iter 70 value 51.964591
## iter 80 value 48.617910
## iter 90 value 46.629875
## iter 100 value 43.569611
## final value 43.569611
## stopped after 100 iterations
## # weights: 474
## initial value 882.078952
## iter 10 value 242.148809
## iter 20 value 104.173094
## iter 30 value 43.823811
## iter 40 value 29.041841
## iter 50 value 22.824253
## iter 60 value 19.368260
## iter 70 value 16.930050
## iter 80 value 14.535564
## iter 90 value 12.638704
## iter 100 value 10.935143
## final value 10.935143
## stopped after 100 iterations
## # weights: 560
## initial value 689.596409
## iter 10 value 222.208904
## iter 20 value 79.971121
## iter 30 value 45.541711
## iter 40 value 34.644663
## iter 50 value 25.266016
## iter 60 value 16.409736
## iter 70 value 13.065994
## iter 80 value 10.899754
## iter 90 value 8.906529
## iter 100 value 7.727571
## final value 7.727571
## stopped after 100 iterations
## # weights: 646
## initial value 577.534772
## iter 10 value 221.739941
## iter 20 value 48.138531
## iter 30 value 19.087358
## iter 40 value 13.722834
## iter 50 value 11.180279
## iter 60 value 9.137360
## iter 70 value 8.117243
## iter 80 value 7.382832
## iter 90 value 6.704040
## iter 100 value 6.192021
## final value 6.192021
## stopped after 100 iterations
## # weights: 732
## initial value 488.898605
## iter 10 value 200.976595
## iter 20 value 29.732691
## iter 30 value 13.691695
## iter 40 value 10.579722
## iter 50 value 8.569124
## iter 60 value 6.991770
## iter 70 value 6.060028
## iter 80 value 5.387808
## iter 90 value 5.003927
## iter 100 value 4.727714
## final value 4.727714
## stopped after 100 iterations
## # weights: 818
## initial value 474.791367
## iter 10 value 197.240443
## iter 20 value 30.917991
## iter 30 value 13.339568
## iter 40 value 10.061089
## iter 50 value 7.822966
## iter 60 value 6.416754
## iter 70 value 5.890006
## iter 80 value 5.525916
## iter 90 value 5.254525
## iter 100 value 5.052027
## final value 5.052027
## stopped after 100 iterations
## # weights: 44
## initial value 706.916242
## iter 10 value 323.958104
## iter 20 value 309.560634
## iter 30 value 301.997916
## iter 40 value 294.890921
## iter 50 value 293.476567
## iter 60 value 291.069104
## iter 70 value 290.836691
## iter 80 value 290.835289
## iter 90 value 290.835168
## final value 290.835161
## converged
## # weights: 130
## initial value 587.324297
## iter 10 value 308.189992
## iter 20 value 240.434266
## iter 30 value 203.747655
## iter 40 value 191.548325
## iter 50 value 185.319487
## iter 60 value 180.975724
## iter 70 value 176.559642
## iter 80 value 174.659248
## iter 90 value 174.212651
## iter 100 value 173.896960
## final value 173.896960
## stopped after 100 iterations
## # weights: 216
## initial value 454.345833
## iter 10 value 291.526743
## iter 20 value 191.589730
## iter 30 value 144.056784
## iter 40 value 122.523088
## iter 50 value 110.779456
## iter 60 value 108.693820
## iter 70 value 106.871339
## iter 80 value 106.155016
## iter 90 value 105.476726
## iter 100 value 104.457930
## final value 104.457930
## stopped after 100 iterations
## # weights: 302
## initial value 449.841278
## iter 10 value 249.871527
## iter 20 value 144.711116
## iter 30 value 84.590000
## iter 40 value 65.738423
## iter 50 value 62.346089
## iter 60 value 55.384234
## iter 70 value 52.875474
## iter 80 value 50.064565
## iter 90 value 47.050224
## iter 100 value 45.270122
## final value 45.270122
## stopped after 100 iterations
## # weights: 388
## initial value 498.248033
## iter 10 value 261.342854
## iter 20 value 150.967407
## iter 30 value 82.871052
## iter 40 value 67.535839
## iter 50 value 50.898762
## iter 60 value 45.265437
## iter 70 value 43.301743
## iter 80 value 42.200896
## iter 90 value 39.152270
## iter 100 value 38.499531
## final value 38.499531
## stopped after 100 iterations
## # weights: 474
## initial value 492.113527
## iter 10 value 224.389633
## iter 20 value 85.695815
## iter 30 value 45.258804
## iter 40 value 35.595955
## iter 50 value 26.122477
## iter 60 value 19.566154
## iter 70 value 12.791453
## iter 80 value 10.917529
## iter 90 value 9.315109
## iter 100 value 8.237299
## final value 8.237299
## stopped after 100 iterations
## # weights: 560
## initial value 489.541828
## iter 10 value 229.179619
## iter 20 value 63.118180
## iter 30 value 21.803148
## iter 40 value 14.315906
## iter 50 value 11.438676
## iter 60 value 9.429633
## iter 70 value 7.301712
## iter 80 value 5.929767
## iter 90 value 5.060464
## iter 100 value 4.458411
## final value 4.458411
## stopped after 100 iterations
## # weights: 646
## initial value 431.872464
## iter 10 value 217.009495
## iter 20 value 50.809556
## iter 30 value 18.533228
## iter 40 value 10.949169
## iter 50 value 8.024676
## iter 60 value 6.456151
## iter 70 value 5.156691
## iter 80 value 4.360742
## iter 90 value 3.875547
## iter 100 value 3.555462
## final value 3.555462
## stopped after 100 iterations
## # weights: 732
## initial value 469.461270
## iter 10 value 201.982136
## iter 20 value 35.174206
## iter 30 value 10.619924
## iter 40 value 7.187154
## iter 50 value 5.080400
## iter 60 value 4.048172
## iter 70 value 3.413144
## iter 80 value 3.046537
## iter 90 value 2.778275
## iter 100 value 2.558193
## final value 2.558193
## stopped after 100 iterations
## # weights: 818
## initial value 517.043851
## iter 10 value 210.840005
## iter 20 value 29.258150
## iter 30 value 8.366280
## iter 40 value 5.756467
## iter 50 value 4.023791
## iter 60 value 3.236608
## iter 70 value 2.824954
## iter 80 value 2.571491
## iter 90 value 2.421999
## iter 100 value 2.304772
## final value 2.304772
## stopped after 100 iterations
## # weights: 44
## initial value 468.976388
## iter 10 value 341.247412
## iter 20 value 318.268350
## iter 30 value 310.385127
## iter 40 value 302.959010
## iter 50 value 298.626068
## iter 60 value 287.393796
## iter 70 value 286.778660
## iter 80 value 286.648973
## iter 90 value 286.203480
## iter 100 value 286.071917
## final value 286.071917
## stopped after 100 iterations
## # weights: 130
## initial value 504.141199
## iter 10 value 303.944164
## iter 20 value 263.343252
## iter 30 value 240.101228
## iter 40 value 230.926238
## iter 50 value 223.422342
## iter 60 value 215.607727
## iter 70 value 214.190640
## iter 80 value 213.298100
## iter 90 value 212.171861
## iter 100 value 209.997620
## final value 209.997620
## stopped after 100 iterations
## # weights: 216
## initial value 575.048992
## iter 10 value 273.437270
## iter 20 value 180.618045
## iter 30 value 155.804935
## iter 40 value 145.937659
## iter 50 value 140.530753
## iter 60 value 138.139457
## iter 70 value 135.193604
## iter 80 value 133.943434
## iter 90 value 132.900961
## iter 100 value 132.348006
## final value 132.348006
## stopped after 100 iterations
## # weights: 302
## initial value 457.439838
## iter 10 value 274.316675
## iter 20 value 166.355776
## iter 30 value 127.608626
## iter 40 value 113.261281
## iter 50 value 108.639946
## iter 60 value 106.520088
## iter 70 value 103.818790
## iter 80 value 102.688206
## iter 90 value 101.031715
## iter 100 value 99.416047
## final value 99.416047
## stopped after 100 iterations
## # weights: 388
## initial value 631.145020
## iter 10 value 264.511051
## iter 20 value 119.928456
## iter 30 value 48.914093
## iter 40 value 32.458749
## iter 50 value 26.423746
## iter 60 value 24.958220
## iter 70 value 23.202976
## iter 80 value 21.157721
## iter 90 value 19.905918
## iter 100 value 19.274466
## final value 19.274466
## stopped after 100 iterations
## # weights: 474
## initial value 498.146060
## iter 10 value 218.011289
## iter 20 value 76.611285
## iter 30 value 35.921727
## iter 40 value 23.344373
## iter 50 value 15.844677
## iter 60 value 12.616088
## iter 70 value 11.093683
## iter 80 value 9.389216
## iter 90 value 8.056348
## iter 100 value 6.570209
## final value 6.570209
## stopped after 100 iterations
## # weights: 560
## initial value 618.138072
## iter 10 value 238.744264
## iter 20 value 48.732281
## iter 30 value 19.272505
## iter 40 value 9.490054
## iter 50 value 6.247599
## iter 60 value 5.105784
## iter 70 value 4.104872
## iter 80 value 3.572158
## iter 90 value 3.094904
## iter 100 value 2.651505
## final value 2.651505
## stopped after 100 iterations
## # weights: 646
## initial value 527.883923
## iter 10 value 205.767150
## iter 20 value 43.526455
## iter 30 value 8.112571
## iter 40 value 3.924408
## iter 50 value 2.969219
## iter 60 value 2.316239
## iter 70 value 1.990456
## iter 80 value 1.808203
## iter 90 value 1.667063
## iter 100 value 1.561351
## final value 1.561351
## stopped after 100 iterations
## # weights: 732
## initial value 669.278624
## iter 10 value 207.258774
## iter 20 value 27.849242
## iter 30 value 6.261304
## iter 40 value 3.364160
## iter 50 value 2.617959
## iter 60 value 2.144110
## iter 70 value 1.836086
## iter 80 value 1.636484
## iter 90 value 1.503437
## iter 100 value 1.409120
## final value 1.409120
## stopped after 100 iterations
## # weights: 818
## initial value 729.118687
## iter 10 value 219.985731
## iter 20 value 45.080347
## iter 30 value 7.771918
## iter 40 value 4.065195
## iter 50 value 3.112422
## iter 60 value 2.449992
## iter 70 value 2.041944
## iter 80 value 1.774547
## iter 90 value 1.594618
## iter 100 value 1.470245
## final value 1.470245
## stopped after 100 iterations
## # weights: 44
## initial value 442.485615
## iter 10 value 335.118827
## iter 20 value 315.905254
## iter 30 value 310.884892
## iter 40 value 306.278266
## iter 50 value 299.459551
## iter 60 value 296.130589
## iter 70 value 295.981316
## iter 80 value 295.581506
## iter 90 value 295.329053
## iter 100 value 295.323681
## final value 295.323681
## stopped after 100 iterations
## # weights: 130
## initial value 693.031108
## iter 10 value 314.512735
## iter 20 value 256.462994
## iter 30 value 227.285102
## iter 40 value 220.988436
## iter 50 value 218.368033
## iter 60 value 214.030966
## iter 70 value 212.835282
## iter 80 value 212.112972
## iter 90 value 211.262407
## iter 100 value 210.586378
## final value 210.586378
## stopped after 100 iterations
## # weights: 216
## initial value 468.529816
## iter 10 value 291.454605
## iter 20 value 193.063804
## iter 30 value 165.414668
## iter 40 value 157.412815
## iter 50 value 154.619694
## iter 60 value 153.222177
## iter 70 value 151.590280
## iter 80 value 148.403016
## iter 90 value 147.214512
## iter 100 value 146.849328
## final value 146.849328
## stopped after 100 iterations
## # weights: 302
## initial value 505.587614
## iter 10 value 266.594191
## iter 20 value 150.948201
## iter 30 value 121.558943
## iter 40 value 107.559320
## iter 50 value 104.532420
## iter 60 value 103.729709
## iter 70 value 103.325534
## iter 80 value 102.835911
## iter 90 value 99.474366
## iter 100 value 98.984852
## final value 98.984852
## stopped after 100 iterations
## # weights: 388
## initial value 510.067936
## iter 10 value 266.628746
## iter 20 value 126.834841
## iter 30 value 67.050179
## iter 40 value 42.421015
## iter 50 value 38.287565
## iter 60 value 34.933424
## iter 70 value 32.982985
## iter 80 value 31.701754
## iter 90 value 30.570326
## iter 100 value 27.946719
## final value 27.946719
## stopped after 100 iterations
## # weights: 474
## initial value 498.170470
## iter 10 value 228.271452
## iter 20 value 83.037130
## iter 30 value 42.355925
## iter 40 value 26.374909
## iter 50 value 18.334840
## iter 60 value 14.973328
## iter 70 value 13.566274
## iter 80 value 10.763586
## iter 90 value 10.042040
## iter 100 value 7.248258
## final value 7.248258
## stopped after 100 iterations
## # weights: 560
## initial value 456.589741
## iter 10 value 235.462837
## iter 20 value 104.680633
## iter 30 value 51.762842
## iter 40 value 38.785923
## iter 50 value 33.336326
## iter 60 value 24.391817
## iter 70 value 21.324843
## iter 80 value 19.837044
## iter 90 value 19.354802
## iter 100 value 16.735453
## final value 16.735453
## stopped after 100 iterations
## # weights: 646
## initial value 611.044875
## iter 10 value 200.290444
## iter 20 value 30.498474
## iter 30 value 5.973319
## iter 40 value 2.142823
## iter 50 value 1.665466
## iter 60 value 1.415373
## iter 70 value 1.202929
## iter 80 value 1.041385
## iter 90 value 0.933049
## iter 100 value 0.874696
## final value 0.874696
## stopped after 100 iterations
## # weights: 732
## initial value 615.979486
## iter 10 value 179.616338
## iter 20 value 18.563133
## iter 30 value 3.048274
## iter 40 value 1.314164
## iter 50 value 1.101770
## iter 60 value 0.956871
## iter 70 value 0.826626
## iter 80 value 0.748321
## iter 90 value 0.696527
## iter 100 value 0.660472
## final value 0.660472
## stopped after 100 iterations
## # weights: 818
## initial value 797.000427
## iter 10 value 199.791296
## iter 20 value 30.349022
## iter 30 value 3.680428
## iter 40 value 1.676076
## iter 50 value 1.433576
## iter 60 value 1.244496
## iter 70 value 1.110106
## iter 80 value 1.002782
## iter 90 value 0.909494
## iter 100 value 0.836509
## final value 0.836509
## stopped after 100 iterations
## # weights: 44
## initial value 442.914175
## iter 10 value 316.450202
## iter 20 value 307.695673
## iter 30 value 304.078366
## iter 40 value 293.872615
## iter 50 value 288.811008
## iter 60 value 287.953323
## iter 70 value 287.745369
## iter 80 value 287.715709
## iter 90 value 287.679620
## iter 100 value 287.655718
## final value 287.655718
## stopped after 100 iterations
## # weights: 130
## initial value 468.279256
## iter 10 value 311.225604
## iter 20 value 244.853226
## iter 30 value 221.719428
## iter 40 value 209.314565
## iter 50 value 199.936012
## iter 60 value 196.314191
## iter 70 value 192.373593
## iter 80 value 187.446268
## iter 90 value 186.155682
## iter 100 value 185.633537
## final value 185.633537
## stopped after 100 iterations
## # weights: 216
## initial value 501.051926
## iter 10 value 264.135290
## iter 20 value 175.859559
## iter 30 value 139.072851
## iter 40 value 129.797392
## iter 50 value 125.723356
## iter 60 value 123.191625
## iter 70 value 120.736560
## iter 80 value 117.829495
## iter 90 value 115.825025
## iter 100 value 114.898770
## final value 114.898770
## stopped after 100 iterations
## # weights: 302
## initial value 472.323187
## iter 10 value 264.878919
## iter 20 value 132.663690
## iter 30 value 74.188912
## iter 40 value 56.578664
## iter 50 value 48.634697
## iter 60 value 43.088006
## iter 70 value 40.734063
## iter 80 value 40.455539
## iter 90 value 40.231772
## iter 100 value 39.988792
## final value 39.988792
## stopped after 100 iterations
## # weights: 388
## initial value 453.889920
## iter 10 value 212.057229
## iter 20 value 74.839861
## iter 30 value 44.053005
## iter 40 value 30.655778
## iter 50 value 28.021978
## iter 60 value 27.507870
## iter 70 value 25.495084
## iter 80 value 24.782483
## iter 90 value 24.558426
## iter 100 value 22.945508
## final value 22.945508
## stopped after 100 iterations
## # weights: 474
## initial value 483.410808
## iter 10 value 225.867979
## iter 20 value 74.607162
## iter 30 value 35.399394
## iter 40 value 19.228047
## iter 50 value 16.016756
## iter 60 value 15.468737
## iter 70 value 15.122266
## iter 80 value 14.973899
## iter 90 value 14.802591
## iter 100 value 14.730679
## final value 14.730679
## stopped after 100 iterations
## # weights: 560
## initial value 475.044977
## iter 10 value 221.932106
## iter 20 value 46.083576
## iter 30 value 12.332691
## iter 40 value 5.058104
## iter 50 value 2.980499
## iter 60 value 2.409386
## iter 70 value 2.146599
## iter 80 value 1.978161
## iter 90 value 1.806382
## iter 100 value 1.676811
## final value 1.676811
## stopped after 100 iterations
## # weights: 646
## initial value 530.011140
## iter 10 value 212.774419
## iter 20 value 39.240317
## iter 30 value 8.023555
## iter 40 value 1.510700
## iter 50 value 1.282825
## iter 60 value 1.131781
## iter 70 value 1.021701
## iter 80 value 0.915728
## iter 90 value 0.834761
## iter 100 value 0.772854
## final value 0.772854
## stopped after 100 iterations
## # weights: 732
## initial value 521.864149
## iter 10 value 231.542996
## iter 20 value 49.649168
## iter 30 value 11.049882
## iter 40 value 2.418085
## iter 50 value 1.080897
## iter 60 value 0.958932
## iter 70 value 0.874290
## iter 80 value 0.798228
## iter 90 value 0.706417
## iter 100 value 0.631375
## final value 0.631375
## stopped after 100 iterations
## # weights: 818
## initial value 511.687674
## iter 10 value 208.343113
## iter 20 value 29.031099
## iter 30 value 4.665698
## iter 40 value 1.276465
## iter 50 value 1.008382
## iter 60 value 0.888469
## iter 70 value 0.794228
## iter 80 value 0.711968
## iter 90 value 0.617067
## iter 100 value 0.547216
## final value 0.547216
## stopped after 100 iterations
## # weights: 44
## initial value 546.159987
## iter 10 value 358.360307
## iter 20 value 343.572075
## iter 30 value 328.722191
## iter 40 value 321.169604
## iter 50 value 317.402677
## iter 60 value 315.202271
## iter 70 value 313.572626
## iter 80 value 313.464073
## iter 90 value 313.437651
## iter 100 value 313.427673
## final value 313.427673
## stopped after 100 iterations
## # weights: 130
## initial value 434.508270
## iter 10 value 291.010681
## iter 20 value 252.034952
## iter 30 value 240.291506
## iter 40 value 229.458992
## iter 50 value 222.317486
## iter 60 value 220.339366
## iter 70 value 220.195322
## iter 80 value 220.105486
## iter 90 value 220.030874
## iter 100 value 219.950759
## final value 219.950759
## stopped after 100 iterations
## # weights: 216
## initial value 441.278050
## iter 10 value 259.055077
## iter 20 value 189.710260
## iter 30 value 149.016062
## iter 40 value 137.275337
## iter 50 value 128.476497
## iter 60 value 122.888344
## iter 70 value 120.093836
## iter 80 value 117.105721
## iter 90 value 116.749384
## iter 100 value 116.678553
## final value 116.678553
## stopped after 100 iterations
## # weights: 302
## initial value 470.731138
## iter 10 value 262.332759
## iter 20 value 157.418531
## iter 30 value 112.172848
## iter 40 value 92.006438
## iter 50 value 87.362539
## iter 60 value 83.239930
## iter 70 value 80.898752
## iter 80 value 78.675139
## iter 90 value 78.052676
## iter 100 value 77.912009
## final value 77.912009
## stopped after 100 iterations
## # weights: 388
## initial value 512.574051
## iter 10 value 243.431621
## iter 20 value 108.820635
## iter 30 value 51.655956
## iter 40 value 37.693951
## iter 50 value 34.690920
## iter 60 value 31.085227
## iter 70 value 29.586688
## iter 80 value 28.486261
## iter 90 value 27.104010
## iter 100 value 26.498783
## final value 26.498783
## stopped after 100 iterations
## # weights: 474
## initial value 621.854480
## iter 10 value 223.465191
## iter 20 value 75.854271
## iter 30 value 27.577249
## iter 40 value 12.751900
## iter 50 value 5.677026
## iter 60 value 3.493090
## iter 70 value 2.811158
## iter 80 value 2.717393
## iter 90 value 2.705215
## iter 100 value 2.703805
## final value 2.703805
## stopped after 100 iterations
## # weights: 560
## initial value 653.066324
## iter 10 value 228.693225
## iter 20 value 57.911204
## iter 30 value 10.983495
## iter 40 value 2.845685
## iter 50 value 0.657278
## iter 60 value 0.059959
## iter 70 value 0.008809
## iter 80 value 0.001257
## iter 90 value 0.000412
## iter 100 value 0.000115
## final value 0.000115
## stopped after 100 iterations
## # weights: 646
## initial value 472.811588
## iter 10 value 199.413025
## iter 20 value 15.094489
## iter 30 value 1.800001
## iter 40 value 0.039581
## iter 50 value 0.003270
## iter 60 value 0.000934
## iter 70 value 0.000235
## iter 80 value 0.000154
## iter 90 value 0.000125
## final value 0.000092
## converged
## # weights: 732
## initial value 499.028593
## iter 10 value 202.425259
## iter 20 value 35.744938
## iter 30 value 6.141451
## iter 40 value 0.666144
## iter 50 value 0.037431
## iter 60 value 0.003396
## iter 70 value 0.001239
## iter 80 value 0.000435
## iter 90 value 0.000128
## final value 0.000089
## converged
## # weights: 818
## initial value 663.710772
## iter 10 value 211.673845
## iter 20 value 22.223532
## iter 30 value 2.462359
## iter 40 value 0.136338
## iter 50 value 0.008583
## iter 60 value 0.002961
## iter 70 value 0.001001
## iter 80 value 0.000314
## iter 90 value 0.000173
## final value 0.000096
## converged
## # weights: 44
## initial value 533.669619
## iter 10 value 333.667625
## iter 20 value 325.420957
## iter 30 value 324.336052
## iter 40 value 324.188632
## iter 50 value 324.150091
## final value 324.148590
## converged
## # weights: 130
## initial value 484.676044
## iter 10 value 323.744770
## iter 20 value 292.096001
## iter 30 value 277.582760
## iter 40 value 254.024404
## iter 50 value 243.282011
## iter 60 value 238.126465
## iter 70 value 234.581740
## iter 80 value 232.134052
## iter 90 value 231.103100
## iter 100 value 230.837981
## final value 230.837981
## stopped after 100 iterations
## # weights: 216
## initial value 537.397131
## iter 10 value 297.729924
## iter 20 value 246.702126
## iter 30 value 214.721356
## iter 40 value 201.561909
## iter 50 value 191.431649
## iter 60 value 183.852304
## iter 70 value 178.841312
## iter 80 value 170.901094
## iter 90 value 163.562248
## iter 100 value 158.137175
## final value 158.137175
## stopped after 100 iterations
## # weights: 302
## initial value 478.015189
## iter 10 value 271.769307
## iter 20 value 199.975424
## iter 30 value 162.525564
## iter 40 value 146.456031
## iter 50 value 135.572897
## iter 60 value 127.900218
## iter 70 value 124.208048
## iter 80 value 120.804480
## iter 90 value 117.094309
## iter 100 value 113.779261
## final value 113.779261
## stopped after 100 iterations
## # weights: 388
## initial value 701.728075
## iter 10 value 264.568813
## iter 20 value 185.541794
## iter 30 value 141.291595
## iter 40 value 114.219703
## iter 50 value 104.136390
## iter 60 value 98.944043
## iter 70 value 94.436247
## iter 80 value 90.452456
## iter 90 value 87.761029
## iter 100 value 86.797974
## final value 86.797974
## stopped after 100 iterations
## # weights: 474
## initial value 488.880826
## iter 10 value 270.878100
## iter 20 value 170.655564
## iter 30 value 129.677698
## iter 40 value 106.852589
## iter 50 value 97.083126
## iter 60 value 91.725429
## iter 70 value 87.574178
## iter 80 value 82.721061
## iter 90 value 80.282098
## iter 100 value 77.926222
## final value 77.926222
## stopped after 100 iterations
## # weights: 560
## initial value 471.646153
## iter 10 value 243.971763
## iter 20 value 132.841488
## iter 30 value 102.475637
## iter 40 value 87.854563
## iter 50 value 81.624565
## iter 60 value 78.911534
## iter 70 value 77.509003
## iter 80 value 75.358191
## iter 90 value 73.732467
## iter 100 value 72.658945
## final value 72.658945
## stopped after 100 iterations
## # weights: 646
## initial value 476.085319
## iter 10 value 254.411826
## iter 20 value 133.864968
## iter 30 value 96.078688
## iter 40 value 81.412629
## iter 50 value 76.929026
## iter 60 value 73.447399
## iter 70 value 70.262007
## iter 80 value 67.954754
## iter 90 value 66.074145
## iter 100 value 64.417991
## final value 64.417991
## stopped after 100 iterations
## # weights: 732
## initial value 568.580782
## iter 10 value 234.180030
## iter 20 value 124.246403
## iter 30 value 87.310398
## iter 40 value 75.693092
## iter 50 value 71.212688
## iter 60 value 68.697064
## iter 70 value 66.365846
## iter 80 value 64.736581
## iter 90 value 64.009600
## iter 100 value 63.256924
## final value 63.256924
## stopped after 100 iterations
## # weights: 818
## initial value 486.175470
## iter 10 value 253.289917
## iter 20 value 134.541818
## iter 30 value 92.682494
## iter 40 value 77.850838
## iter 50 value 73.216234
## iter 60 value 70.851795
## iter 70 value 67.965407
## iter 80 value 66.466840
## iter 90 value 65.120934
## iter 100 value 63.946073
## final value 63.946073
## stopped after 100 iterations
## # weights: 44
## initial value 450.011534
## iter 10 value 360.425839
## iter 20 value 335.460796
## iter 30 value 326.889842
## iter 40 value 324.030951
## iter 50 value 321.109426
## iter 60 value 320.423691
## iter 70 value 320.221457
## iter 80 value 320.191601
## final value 320.191440
## converged
## # weights: 130
## initial value 472.498341
## iter 10 value 332.169244
## iter 20 value 304.882119
## iter 30 value 281.576965
## iter 40 value 252.935649
## iter 50 value 242.233793
## iter 60 value 237.696603
## iter 70 value 234.769058
## iter 80 value 231.459329
## iter 90 value 227.941804
## iter 100 value 223.592286
## final value 223.592286
## stopped after 100 iterations
## # weights: 216
## initial value 473.334601
## iter 10 value 261.341414
## iter 20 value 193.759257
## iter 30 value 167.001234
## iter 40 value 154.300201
## iter 50 value 145.511160
## iter 60 value 142.714820
## iter 70 value 140.563734
## iter 80 value 134.946946
## iter 90 value 131.321321
## iter 100 value 128.061698
## final value 128.061698
## stopped after 100 iterations
## # weights: 302
## initial value 553.600871
## iter 10 value 282.275487
## iter 20 value 174.348221
## iter 30 value 126.086200
## iter 40 value 105.915215
## iter 50 value 94.534483
## iter 60 value 87.276693
## iter 70 value 77.953769
## iter 80 value 73.598348
## iter 90 value 70.916324
## iter 100 value 68.887783
## final value 68.887783
## stopped after 100 iterations
## # weights: 388
## initial value 661.558238
## iter 10 value 240.478543
## iter 20 value 128.208880
## iter 30 value 102.408438
## iter 40 value 84.089510
## iter 50 value 74.080680
## iter 60 value 68.220915
## iter 70 value 63.365044
## iter 80 value 60.104918
## iter 90 value 57.412828
## iter 100 value 55.400163
## final value 55.400163
## stopped after 100 iterations
## # weights: 474
## initial value 798.631760
## iter 10 value 242.051216
## iter 20 value 126.233308
## iter 30 value 94.646246
## iter 40 value 73.361007
## iter 50 value 61.037004
## iter 60 value 53.424661
## iter 70 value 48.230666
## iter 80 value 44.968734
## iter 90 value 42.891753
## iter 100 value 41.630653
## final value 41.630653
## stopped after 100 iterations
## # weights: 560
## initial value 493.186497
## iter 10 value 216.275152
## iter 20 value 121.999242
## iter 30 value 92.177392
## iter 40 value 76.546071
## iter 50 value 67.317087
## iter 60 value 60.948007
## iter 70 value 55.561353
## iter 80 value 50.499816
## iter 90 value 47.937841
## iter 100 value 45.149508
## final value 45.149508
## stopped after 100 iterations
## # weights: 646
## initial value 996.533048
## iter 10 value 243.300301
## iter 20 value 107.970882
## iter 30 value 78.060964
## iter 40 value 60.302341
## iter 50 value 53.618491
## iter 60 value 49.369481
## iter 70 value 45.630100
## iter 80 value 43.313945
## iter 90 value 41.442253
## iter 100 value 40.328229
## final value 40.328229
## stopped after 100 iterations
## # weights: 732
## initial value 498.590686
## iter 10 value 243.112104
## iter 20 value 94.822679
## iter 30 value 69.112141
## iter 40 value 51.618870
## iter 50 value 45.257191
## iter 60 value 40.767889
## iter 70 value 38.454593
## iter 80 value 36.653237
## iter 90 value 35.441421
## iter 100 value 34.640248
## final value 34.640248
## stopped after 100 iterations
## # weights: 818
## initial value 830.337156
## iter 10 value 228.932854
## iter 20 value 89.166904
## iter 30 value 64.130901
## iter 40 value 49.065679
## iter 50 value 42.759476
## iter 60 value 38.678307
## iter 70 value 36.621033
## iter 80 value 35.265996
## iter 90 value 34.330574
## iter 100 value 33.826937
## final value 33.826937
## stopped after 100 iterations
## # weights: 44
## initial value 525.603330
## iter 10 value 329.882058
## iter 20 value 320.572355
## iter 30 value 317.316013
## iter 40 value 314.379552
## iter 50 value 312.685554
## iter 60 value 312.443569
## iter 70 value 312.425792
## final value 312.425787
## converged
## # weights: 130
## initial value 585.975962
## iter 10 value 317.292651
## iter 20 value 275.650163
## iter 30 value 258.212968
## iter 40 value 244.254059
## iter 50 value 240.372299
## iter 60 value 231.404406
## iter 70 value 224.693544
## iter 80 value 220.394466
## iter 90 value 219.164102
## iter 100 value 218.753017
## final value 218.753017
## stopped after 100 iterations
## # weights: 216
## initial value 450.734579
## iter 10 value 265.727252
## iter 20 value 220.143002
## iter 30 value 199.372054
## iter 40 value 183.325114
## iter 50 value 171.724729
## iter 60 value 164.072913
## iter 70 value 159.928824
## iter 80 value 158.100744
## iter 90 value 156.220446
## iter 100 value 155.044274
## final value 155.044274
## stopped after 100 iterations
## # weights: 302
## initial value 494.715066
## iter 10 value 262.496718
## iter 20 value 174.017841
## iter 30 value 126.948165
## iter 40 value 96.263345
## iter 50 value 79.967166
## iter 60 value 69.326134
## iter 70 value 58.213813
## iter 80 value 51.417431
## iter 90 value 47.651665
## iter 100 value 45.002130
## final value 45.002130
## stopped after 100 iterations
## # weights: 388
## initial value 453.306377
## iter 10 value 242.320951
## iter 20 value 142.578021
## iter 30 value 113.586231
## iter 40 value 93.556233
## iter 50 value 80.870970
## iter 60 value 72.928855
## iter 70 value 66.649756
## iter 80 value 60.597637
## iter 90 value 55.476821
## iter 100 value 49.077722
## final value 49.077722
## stopped after 100 iterations
## # weights: 474
## initial value 926.760372
## iter 10 value 242.961774
## iter 20 value 106.874276
## iter 30 value 75.486930
## iter 40 value 57.680283
## iter 50 value 48.656919
## iter 60 value 42.308921
## iter 70 value 37.450402
## iter 80 value 34.547622
## iter 90 value 31.787598
## iter 100 value 29.718731
## final value 29.718731
## stopped after 100 iterations
## # weights: 560
## initial value 487.304466
## iter 10 value 218.394952
## iter 20 value 69.678845
## iter 30 value 49.015263
## iter 40 value 36.638104
## iter 50 value 29.249343
## iter 60 value 25.723516
## iter 70 value 23.869620
## iter 80 value 22.720933
## iter 90 value 21.926398
## iter 100 value 21.424402
## final value 21.424402
## stopped after 100 iterations
## # weights: 646
## initial value 508.564172
## iter 10 value 214.055374
## iter 20 value 74.634122
## iter 30 value 53.142531
## iter 40 value 41.903398
## iter 50 value 31.318671
## iter 60 value 27.115067
## iter 70 value 24.590894
## iter 80 value 23.031514
## iter 90 value 21.807065
## iter 100 value 20.420899
## final value 20.420899
## stopped after 100 iterations
## # weights: 732
## initial value 752.902523
## iter 10 value 229.256605
## iter 20 value 74.943148
## iter 30 value 49.354597
## iter 40 value 35.497528
## iter 50 value 27.427659
## iter 60 value 23.863732
## iter 70 value 21.775556
## iter 80 value 20.477950
## iter 90 value 19.669993
## iter 100 value 19.255681
## final value 19.255681
## stopped after 100 iterations
## # weights: 818
## initial value 499.665200
## iter 10 value 214.328587
## iter 20 value 54.296682
## iter 30 value 39.589332
## iter 40 value 29.113534
## iter 50 value 23.885024
## iter 60 value 21.322445
## iter 70 value 19.955603
## iter 80 value 19.193254
## iter 90 value 18.597997
## iter 100 value 18.093883
## final value 18.093883
## stopped after 100 iterations
## # weights: 44
## initial value 612.214213
## iter 10 value 362.967207
## iter 20 value 338.503575
## iter 30 value 324.860319
## iter 40 value 319.976315
## iter 50 value 317.846790
## iter 60 value 317.294973
## iter 70 value 317.196051
## iter 80 value 317.190185
## final value 317.190080
## converged
## # weights: 130
## initial value 484.964100
## iter 10 value 307.453754
## iter 20 value 252.881723
## iter 30 value 231.314018
## iter 40 value 219.192886
## iter 50 value 216.116387
## iter 60 value 215.320871
## iter 70 value 214.946298
## iter 80 value 214.705559
## iter 90 value 214.663843
## iter 100 value 214.652180
## final value 214.652180
## stopped after 100 iterations
## # weights: 216
## initial value 689.037308
## iter 10 value 278.533841
## iter 20 value 217.265432
## iter 30 value 176.378000
## iter 40 value 156.293388
## iter 50 value 147.939769
## iter 60 value 140.417977
## iter 70 value 133.248364
## iter 80 value 129.700425
## iter 90 value 127.096134
## iter 100 value 123.862997
## final value 123.862997
## stopped after 100 iterations
## # weights: 302
## initial value 457.069222
## iter 10 value 266.815207
## iter 20 value 158.263933
## iter 30 value 114.853286
## iter 40 value 105.057215
## iter 50 value 99.140945
## iter 60 value 96.354711
## iter 70 value 94.492567
## iter 80 value 92.545150
## iter 90 value 89.974050
## iter 100 value 87.844171
## final value 87.844171
## stopped after 100 iterations
## # weights: 388
## initial value 555.550067
## iter 10 value 239.519264
## iter 20 value 111.226491
## iter 30 value 72.243380
## iter 40 value 58.093111
## iter 50 value 50.079646
## iter 60 value 39.720334
## iter 70 value 34.044286
## iter 80 value 30.928031
## iter 90 value 27.615307
## iter 100 value 24.027285
## final value 24.027285
## stopped after 100 iterations
## # weights: 474
## initial value 533.393330
## iter 10 value 226.117201
## iter 20 value 78.390130
## iter 30 value 50.021666
## iter 40 value 33.856642
## iter 50 value 25.120622
## iter 60 value 19.672730
## iter 70 value 16.414206
## iter 80 value 15.040396
## iter 90 value 14.146467
## iter 100 value 13.524326
## final value 13.524326
## stopped after 100 iterations
## # weights: 560
## initial value 733.780030
## iter 10 value 236.313313
## iter 20 value 66.338128
## iter 30 value 45.861798
## iter 40 value 35.986234
## iter 50 value 27.574945
## iter 60 value 22.240528
## iter 70 value 18.984678
## iter 80 value 16.345442
## iter 90 value 14.418170
## iter 100 value 13.266120
## final value 13.266120
## stopped after 100 iterations
## # weights: 646
## initial value 563.158459
## iter 10 value 195.877079
## iter 20 value 44.544033
## iter 30 value 23.696375
## iter 40 value 17.232679
## iter 50 value 14.299287
## iter 60 value 12.771024
## iter 70 value 11.960232
## iter 80 value 11.415799
## iter 90 value 11.030175
## iter 100 value 10.459041
## final value 10.459041
## stopped after 100 iterations
## # weights: 732
## initial value 523.859095
## iter 10 value 186.469185
## iter 20 value 47.649085
## iter 30 value 24.801956
## iter 40 value 18.964152
## iter 50 value 15.126285
## iter 60 value 13.021422
## iter 70 value 11.688921
## iter 80 value 11.039893
## iter 90 value 10.387597
## iter 100 value 9.872078
## final value 9.872078
## stopped after 100 iterations
## # weights: 818
## initial value 459.080451
## iter 10 value 193.214922
## iter 20 value 42.989684
## iter 30 value 23.430463
## iter 40 value 15.453080
## iter 50 value 12.072178
## iter 60 value 10.917307
## iter 70 value 10.391328
## iter 80 value 9.926886
## iter 90 value 9.584303
## iter 100 value 9.383169
## final value 9.383169
## stopped after 100 iterations
## # weights: 44
## initial value 626.094700
## iter 10 value 355.060133
## iter 20 value 333.154920
## iter 30 value 327.624791
## iter 40 value 321.351350
## iter 50 value 315.821786
## iter 60 value 315.053132
## iter 70 value 314.412410
## iter 80 value 314.266279
## iter 90 value 314.260095
## iter 100 value 314.259860
## final value 314.259860
## stopped after 100 iterations
## # weights: 130
## initial value 476.905611
## iter 10 value 330.727866
## iter 20 value 252.407686
## iter 30 value 227.897686
## iter 40 value 218.299344
## iter 50 value 213.572984
## iter 60 value 208.916225
## iter 70 value 207.963024
## iter 80 value 207.452611
## iter 90 value 206.760022
## iter 100 value 206.222950
## final value 206.222950
## stopped after 100 iterations
## # weights: 216
## initial value 789.784032
## iter 10 value 270.737156
## iter 20 value 184.419982
## iter 30 value 148.211189
## iter 40 value 136.173435
## iter 50 value 131.867348
## iter 60 value 129.694832
## iter 70 value 123.258020
## iter 80 value 121.205012
## iter 90 value 120.468709
## iter 100 value 120.143549
## final value 120.143549
## stopped after 100 iterations
## # weights: 302
## initial value 482.461547
## iter 10 value 251.691064
## iter 20 value 136.599117
## iter 30 value 88.638082
## iter 40 value 68.299138
## iter 50 value 58.300770
## iter 60 value 49.439425
## iter 70 value 42.577435
## iter 80 value 40.306162
## iter 90 value 38.398361
## iter 100 value 36.792345
## final value 36.792345
## stopped after 100 iterations
## # weights: 388
## initial value 545.055445
## iter 10 value 221.051363
## iter 20 value 110.662128
## iter 30 value 64.721823
## iter 40 value 55.463215
## iter 50 value 40.637013
## iter 60 value 32.175682
## iter 70 value 29.420273
## iter 80 value 26.507633
## iter 90 value 23.484549
## iter 100 value 20.114048
## final value 20.114048
## stopped after 100 iterations
## # weights: 474
## initial value 710.513031
## iter 10 value 229.263967
## iter 20 value 74.510621
## iter 30 value 35.578654
## iter 40 value 28.429477
## iter 50 value 23.840669
## iter 60 value 19.343939
## iter 70 value 16.397272
## iter 80 value 13.386824
## iter 90 value 11.364803
## iter 100 value 10.352895
## final value 10.352895
## stopped after 100 iterations
## # weights: 560
## initial value 459.285902
## iter 10 value 225.778518
## iter 20 value 62.774417
## iter 30 value 27.795703
## iter 40 value 20.244625
## iter 50 value 15.857022
## iter 60 value 12.723534
## iter 70 value 10.665925
## iter 80 value 9.425866
## iter 90 value 8.354842
## iter 100 value 7.689245
## final value 7.689245
## stopped after 100 iterations
## # weights: 646
## initial value 499.744993
## iter 10 value 223.520634
## iter 20 value 48.222612
## iter 30 value 19.931081
## iter 40 value 14.101658
## iter 50 value 11.139691
## iter 60 value 9.552487
## iter 70 value 8.591967
## iter 80 value 7.858955
## iter 90 value 7.161951
## iter 100 value 6.628020
## final value 6.628020
## stopped after 100 iterations
## # weights: 732
## initial value 500.166441
## iter 10 value 217.197018
## iter 20 value 60.007430
## iter 30 value 19.494823
## iter 40 value 12.502095
## iter 50 value 10.130476
## iter 60 value 8.697405
## iter 70 value 7.656377
## iter 80 value 6.889382
## iter 90 value 6.392786
## iter 100 value 6.006009
## final value 6.006009
## stopped after 100 iterations
## # weights: 818
## initial value 757.597925
## iter 10 value 194.081064
## iter 20 value 33.501639
## iter 30 value 13.036245
## iter 40 value 9.947750
## iter 50 value 8.009906
## iter 60 value 6.736681
## iter 70 value 5.939816
## iter 80 value 5.428277
## iter 90 value 5.044124
## iter 100 value 4.804994
## final value 4.804994
## stopped after 100 iterations
## # weights: 44
## initial value 465.627122
## iter 10 value 326.996661
## iter 20 value 315.447912
## iter 30 value 310.188606
## iter 40 value 306.202147
## iter 50 value 305.283745
## iter 60 value 305.257559
## iter 70 value 305.242987
## final value 305.242723
## converged
## # weights: 130
## initial value 467.871374
## iter 10 value 312.670396
## iter 20 value 248.565654
## iter 30 value 228.830596
## iter 40 value 221.914046
## iter 50 value 218.102151
## iter 60 value 216.925075
## iter 70 value 216.501688
## iter 80 value 215.788872
## iter 90 value 215.352916
## iter 100 value 215.149811
## final value 215.149811
## stopped after 100 iterations
## # weights: 216
## initial value 430.648699
## iter 10 value 257.255691
## iter 20 value 178.737491
## iter 30 value 143.256442
## iter 40 value 130.126724
## iter 50 value 121.221432
## iter 60 value 118.581174
## iter 70 value 113.037300
## iter 80 value 112.082354
## iter 90 value 109.715650
## iter 100 value 108.364634
## final value 108.364634
## stopped after 100 iterations
## # weights: 302
## initial value 444.019770
## iter 10 value 250.823842
## iter 20 value 154.655156
## iter 30 value 107.525729
## iter 40 value 91.512460
## iter 50 value 85.422797
## iter 60 value 83.043530
## iter 70 value 78.507399
## iter 80 value 75.891671
## iter 90 value 74.522942
## iter 100 value 73.729715
## final value 73.729715
## stopped after 100 iterations
## # weights: 388
## initial value 493.517954
## iter 10 value 236.870675
## iter 20 value 91.438930
## iter 30 value 44.416726
## iter 40 value 33.769391
## iter 50 value 29.943876
## iter 60 value 28.420737
## iter 70 value 26.381724
## iter 80 value 24.603993
## iter 90 value 23.641839
## iter 100 value 21.980432
## final value 21.980432
## stopped after 100 iterations
## # weights: 474
## initial value 533.886895
## iter 10 value 238.522585
## iter 20 value 74.424383
## iter 30 value 33.494869
## iter 40 value 25.072046
## iter 50 value 22.577594
## iter 60 value 20.884445
## iter 70 value 19.380111
## iter 80 value 16.081984
## iter 90 value 12.795893
## iter 100 value 11.545294
## final value 11.545294
## stopped after 100 iterations
## # weights: 560
## initial value 622.797426
## iter 10 value 218.160796
## iter 20 value 62.433660
## iter 30 value 23.518475
## iter 40 value 15.102611
## iter 50 value 12.318896
## iter 60 value 10.083168
## iter 70 value 8.212894
## iter 80 value 6.817715
## iter 90 value 5.877267
## iter 100 value 5.229171
## final value 5.229171
## stopped after 100 iterations
## # weights: 646
## initial value 741.641773
## iter 10 value 195.383094
## iter 20 value 33.945659
## iter 30 value 11.852933
## iter 40 value 8.506756
## iter 50 value 6.522207
## iter 60 value 5.153746
## iter 70 value 4.434546
## iter 80 value 3.905872
## iter 90 value 3.586476
## iter 100 value 3.377433
## final value 3.377433
## stopped after 100 iterations
## # weights: 732
## initial value 771.896522
## iter 10 value 226.889416
## iter 20 value 30.479884
## iter 30 value 10.890796
## iter 40 value 6.597834
## iter 50 value 4.998366
## iter 60 value 3.818669
## iter 70 value 3.255418
## iter 80 value 2.934861
## iter 90 value 2.740008
## iter 100 value 2.635774
## final value 2.635774
## stopped after 100 iterations
## # weights: 818
## initial value 559.437096
## iter 10 value 197.310252
## iter 20 value 28.078666
## iter 30 value 7.350623
## iter 40 value 5.459175
## iter 50 value 3.979196
## iter 60 value 3.126477
## iter 70 value 2.702733
## iter 80 value 2.467384
## iter 90 value 2.336648
## iter 100 value 2.253129
## final value 2.253129
## stopped after 100 iterations
## # weights: 44
## initial value 438.680671
## iter 10 value 329.658159
## iter 20 value 323.117867
## iter 30 value 314.388525
## iter 40 value 307.284433
## iter 50 value 298.727912
## iter 60 value 297.256385
## iter 70 value 297.102036
## iter 80 value 297.084620
## iter 90 value 296.855764
## iter 100 value 296.786152
## final value 296.786152
## stopped after 100 iterations
## # weights: 130
## initial value 635.351195
## iter 10 value 309.388668
## iter 20 value 248.034493
## iter 30 value 221.381194
## iter 40 value 211.140922
## iter 50 value 205.035382
## iter 60 value 200.255137
## iter 70 value 195.149868
## iter 80 value 193.431419
## iter 90 value 192.331251
## iter 100 value 191.512298
## final value 191.512298
## stopped after 100 iterations
## # weights: 216
## initial value 646.295047
## iter 10 value 336.758367
## iter 20 value 244.979724
## iter 30 value 189.737017
## iter 40 value 160.400256
## iter 50 value 143.929962
## iter 60 value 133.784608
## iter 70 value 129.033094
## iter 80 value 124.031331
## iter 90 value 121.790185
## iter 100 value 120.835499
## final value 120.835499
## stopped after 100 iterations
## # weights: 302
## initial value 656.134909
## iter 10 value 259.226458
## iter 20 value 130.752975
## iter 30 value 92.962002
## iter 40 value 83.070279
## iter 50 value 79.730244
## iter 60 value 76.839368
## iter 70 value 72.701754
## iter 80 value 69.593013
## iter 90 value 68.507243
## iter 100 value 67.279814
## final value 67.279814
## stopped after 100 iterations
## # weights: 388
## initial value 1024.495827
## iter 10 value 244.219522
## iter 20 value 99.848122
## iter 30 value 50.003581
## iter 40 value 40.739637
## iter 50 value 37.075653
## iter 60 value 33.526009
## iter 70 value 31.556238
## iter 80 value 29.613467
## iter 90 value 29.016346
## iter 100 value 28.221624
## final value 28.221624
## stopped after 100 iterations
## # weights: 474
## initial value 524.414364
## iter 10 value 245.994242
## iter 20 value 74.370696
## iter 30 value 35.843555
## iter 40 value 21.722100
## iter 50 value 18.134537
## iter 60 value 15.757305
## iter 70 value 13.249210
## iter 80 value 11.187169
## iter 90 value 9.889970
## iter 100 value 7.107087
## final value 7.107087
## stopped after 100 iterations
## # weights: 560
## initial value 534.880199
## iter 10 value 209.302325
## iter 20 value 47.415859
## iter 30 value 11.465525
## iter 40 value 5.430187
## iter 50 value 3.591578
## iter 60 value 3.004693
## iter 70 value 2.542295
## iter 80 value 2.231982
## iter 90 value 1.907939
## iter 100 value 1.678128
## final value 1.678128
## stopped after 100 iterations
## # weights: 646
## initial value 741.331323
## iter 10 value 215.710681
## iter 20 value 42.968346
## iter 30 value 12.040114
## iter 40 value 5.238501
## iter 50 value 3.991393
## iter 60 value 3.242542
## iter 70 value 2.770454
## iter 80 value 2.443748
## iter 90 value 2.162825
## iter 100 value 1.926538
## final value 1.926538
## stopped after 100 iterations
## # weights: 732
## initial value 503.821162
## iter 10 value 193.685602
## iter 20 value 23.995672
## iter 30 value 5.638827
## iter 40 value 3.486219
## iter 50 value 2.868849
## iter 60 value 2.372655
## iter 70 value 2.054080
## iter 80 value 1.835004
## iter 90 value 1.697870
## iter 100 value 1.593535
## final value 1.593535
## stopped after 100 iterations
## # weights: 818
## initial value 467.365474
## iter 10 value 198.275580
## iter 20 value 33.011697
## iter 30 value 7.706846
## iter 40 value 4.789720
## iter 50 value 3.072493
## iter 60 value 2.300656
## iter 70 value 1.882539
## iter 80 value 1.640509
## iter 90 value 1.498090
## iter 100 value 1.386980
## final value 1.386980
## stopped after 100 iterations
## # weights: 44
## initial value 446.369974
## iter 10 value 337.684817
## iter 20 value 311.478181
## iter 30 value 306.943602
## iter 40 value 302.513162
## iter 50 value 295.100513
## iter 60 value 292.229579
## iter 70 value 292.071072
## iter 80 value 292.011648
## iter 90 value 291.987100
## iter 100 value 291.982829
## final value 291.982829
## stopped after 100 iterations
## # weights: 130
## initial value 569.687293
## iter 10 value 332.216438
## iter 20 value 276.568231
## iter 30 value 251.261635
## iter 40 value 242.896295
## iter 50 value 238.755641
## iter 60 value 234.325688
## iter 70 value 227.180019
## iter 80 value 226.429535
## iter 90 value 225.324313
## iter 100 value 224.573955
## final value 224.573955
## stopped after 100 iterations
## # weights: 216
## initial value 458.745872
## iter 10 value 287.548157
## iter 20 value 193.117967
## iter 30 value 161.904241
## iter 40 value 147.788514
## iter 50 value 141.164741
## iter 60 value 138.489074
## iter 70 value 135.955189
## iter 80 value 134.848708
## iter 90 value 134.348037
## iter 100 value 134.107307
## final value 134.107307
## stopped after 100 iterations
## # weights: 302
## initial value 457.868387
## iter 10 value 262.002269
## iter 20 value 116.399571
## iter 30 value 86.012899
## iter 40 value 82.909721
## iter 50 value 81.134610
## iter 60 value 71.001335
## iter 70 value 64.855410
## iter 80 value 64.267856
## iter 90 value 63.690676
## iter 100 value 63.285588
## final value 63.285588
## stopped after 100 iterations
## # weights: 388
## initial value 540.822030
## iter 10 value 253.771884
## iter 20 value 115.761321
## iter 30 value 78.017782
## iter 40 value 71.602639
## iter 50 value 68.933427
## iter 60 value 65.867670
## iter 70 value 64.806833
## iter 80 value 63.945512
## iter 90 value 63.295236
## iter 100 value 63.032092
## final value 63.032092
## stopped after 100 iterations
## # weights: 474
## initial value 427.997745
## iter 10 value 220.001712
## iter 20 value 66.404940
## iter 30 value 30.375818
## iter 40 value 17.652758
## iter 50 value 10.776382
## iter 60 value 8.348279
## iter 70 value 7.294415
## iter 80 value 5.656443
## iter 90 value 4.800059
## iter 100 value 3.613805
## final value 3.613805
## stopped after 100 iterations
## # weights: 560
## initial value 651.456414
## iter 10 value 228.215719
## iter 20 value 41.983830
## iter 30 value 9.326567
## iter 40 value 3.444541
## iter 50 value 2.828193
## iter 60 value 2.429381
## iter 70 value 2.081208
## iter 80 value 1.699008
## iter 90 value 1.381798
## iter 100 value 1.206107
## final value 1.206107
## stopped after 100 iterations
## # weights: 646
## initial value 494.450648
## iter 10 value 230.124264
## iter 20 value 38.015415
## iter 30 value 6.827532
## iter 40 value 2.436644
## iter 50 value 1.997662
## iter 60 value 1.601986
## iter 70 value 1.273416
## iter 80 value 1.091006
## iter 90 value 0.981124
## iter 100 value 0.902520
## final value 0.902520
## stopped after 100 iterations
## # weights: 732
## initial value 454.791022
## iter 10 value 211.476971
## iter 20 value 36.476325
## iter 30 value 5.632488
## iter 40 value 1.830008
## iter 50 value 1.476040
## iter 60 value 1.274646
## iter 70 value 1.112303
## iter 80 value 1.009910
## iter 90 value 0.919234
## iter 100 value 0.850385
## final value 0.850385
## stopped after 100 iterations
## # weights: 818
## initial value 481.802361
## iter 10 value 217.499911
## iter 20 value 33.761768
## iter 30 value 4.757085
## iter 40 value 1.683756
## iter 50 value 1.356756
## iter 60 value 1.143173
## iter 70 value 0.991383
## iter 80 value 0.881647
## iter 90 value 0.799482
## iter 100 value 0.742121
## final value 0.742121
## stopped after 100 iterations
## # weights: 44
## initial value 661.418802
## iter 10 value 341.364495
## iter 20 value 321.233928
## iter 30 value 317.666233
## iter 40 value 311.406768
## iter 50 value 306.042621
## iter 60 value 303.188796
## iter 70 value 299.375621
## iter 80 value 299.135907
## iter 90 value 299.020982
## iter 100 value 298.993474
## final value 298.993474
## stopped after 100 iterations
## # weights: 130
## initial value 471.817796
## iter 10 value 290.254815
## iter 20 value 230.505490
## iter 30 value 209.096471
## iter 40 value 197.292706
## iter 50 value 191.198267
## iter 60 value 183.573894
## iter 70 value 181.686327
## iter 80 value 181.164671
## iter 90 value 180.960277
## iter 100 value 180.798876
## final value 180.798876
## stopped after 100 iterations
## # weights: 216
## initial value 457.680638
## iter 10 value 265.315006
## iter 20 value 206.186624
## iter 30 value 160.521388
## iter 40 value 139.673823
## iter 50 value 131.913968
## iter 60 value 128.359934
## iter 70 value 126.674543
## iter 80 value 126.130425
## iter 90 value 125.866698
## iter 100 value 125.592245
## final value 125.592245
## stopped after 100 iterations
## # weights: 302
## initial value 467.366403
## iter 10 value 268.814322
## iter 20 value 147.077266
## iter 30 value 76.256191
## iter 40 value 56.108361
## iter 50 value 48.157741
## iter 60 value 44.973610
## iter 70 value 42.984381
## iter 80 value 41.959268
## iter 90 value 41.681286
## iter 100 value 41.557673
## final value 41.557673
## stopped after 100 iterations
## # weights: 388
## initial value 455.733605
## iter 10 value 228.922179
## iter 20 value 115.896408
## iter 30 value 73.286127
## iter 40 value 61.147529
## iter 50 value 55.330426
## iter 60 value 52.428500
## iter 70 value 48.145306
## iter 80 value 46.795684
## iter 90 value 45.936874
## iter 100 value 45.624652
## final value 45.624652
## stopped after 100 iterations
## # weights: 474
## initial value 483.224428
## iter 10 value 243.692995
## iter 20 value 70.945133
## iter 30 value 27.763832
## iter 40 value 13.148977
## iter 50 value 8.421529
## iter 60 value 7.052339
## iter 70 value 6.710688
## iter 80 value 6.147825
## iter 90 value 5.926322
## iter 100 value 5.691221
## final value 5.691221
## stopped after 100 iterations
## # weights: 560
## initial value 534.301547
## iter 10 value 224.116721
## iter 20 value 54.315408
## iter 30 value 9.861808
## iter 40 value 2.746881
## iter 50 value 1.930720
## iter 60 value 1.687450
## iter 70 value 1.509488
## iter 80 value 1.397500
## iter 90 value 1.285160
## iter 100 value 1.201259
## final value 1.201259
## stopped after 100 iterations
## # weights: 646
## initial value 461.193267
## iter 10 value 214.308329
## iter 20 value 27.613639
## iter 30 value 2.839719
## iter 40 value 0.728038
## iter 50 value 0.643163
## iter 60 value 0.587992
## iter 70 value 0.540113
## iter 80 value 0.501702
## iter 90 value 0.468202
## iter 100 value 0.439033
## final value 0.439033
## stopped after 100 iterations
## # weights: 732
## initial value 579.525014
## iter 10 value 226.296554
## iter 20 value 29.151354
## iter 30 value 3.739301
## iter 40 value 1.122367
## iter 50 value 0.980169
## iter 60 value 0.855829
## iter 70 value 0.740872
## iter 80 value 0.659788
## iter 90 value 0.596809
## iter 100 value 0.542071
## final value 0.542071
## stopped after 100 iterations
## # weights: 818
## initial value 663.860556
## iter 10 value 210.501183
## iter 20 value 28.870828
## iter 30 value 1.760796
## iter 40 value 0.657863
## iter 50 value 0.592025
## iter 60 value 0.522130
## iter 70 value 0.471675
## iter 80 value 0.429708
## iter 90 value 0.396130
## iter 100 value 0.367744
## final value 0.367744
## stopped after 100 iterations
## # weights: 44
## initial value 557.586465
## iter 10 value 351.370542
## iter 20 value 338.258521
## iter 30 value 331.770947
## iter 40 value 325.360738
## iter 50 value 320.163236
## iter 60 value 319.634113
## iter 70 value 319.625697
## final value 319.625665
## converged
## # weights: 130
## initial value 483.331735
## iter 10 value 321.515064
## iter 20 value 271.654478
## iter 30 value 252.810094
## iter 40 value 242.570687
## iter 50 value 234.305628
## iter 60 value 229.987259
## iter 70 value 229.483804
## iter 80 value 229.440368
## iter 90 value 229.409551
## iter 100 value 229.404499
## final value 229.404499
## stopped after 100 iterations
## # weights: 216
## initial value 517.106018
## iter 10 value 284.736502
## iter 20 value 220.421555
## iter 30 value 191.190202
## iter 40 value 181.651839
## iter 50 value 175.065670
## iter 60 value 169.249138
## iter 70 value 164.853596
## iter 80 value 164.670939
## iter 90 value 164.636452
## iter 100 value 164.631517
## final value 164.631517
## stopped after 100 iterations
## # weights: 302
## initial value 573.726795
## iter 10 value 263.921500
## iter 20 value 150.689421
## iter 30 value 103.877468
## iter 40 value 88.430000
## iter 50 value 83.264162
## iter 60 value 80.038585
## iter 70 value 76.956813
## iter 80 value 74.733311
## iter 90 value 72.775531
## iter 100 value 69.873122
## final value 69.873122
## stopped after 100 iterations
## # weights: 388
## initial value 460.409000
## iter 10 value 281.840052
## iter 20 value 126.692060
## iter 30 value 100.014976
## iter 40 value 89.621906
## iter 50 value 85.591043
## iter 60 value 81.832832
## iter 70 value 79.967224
## iter 80 value 79.282912
## iter 90 value 79.127525
## iter 100 value 79.107479
## final value 79.107479
## stopped after 100 iterations
## # weights: 474
## initial value 574.504913
## iter 10 value 236.786553
## iter 20 value 71.746264
## iter 30 value 31.078093
## iter 40 value 19.358218
## iter 50 value 15.927388
## iter 60 value 15.353140
## iter 70 value 14.728485
## iter 80 value 7.225080
## iter 90 value 4.877813
## iter 100 value 3.852736
## final value 3.852736
## stopped after 100 iterations
## # weights: 560
## initial value 461.764310
## iter 10 value 210.750924
## iter 20 value 53.254667
## iter 30 value 14.120323
## iter 40 value 4.525350
## iter 50 value 0.924951
## iter 60 value 0.068078
## iter 70 value 0.009129
## iter 80 value 0.002463
## iter 90 value 0.000670
## iter 100 value 0.000260
## final value 0.000260
## stopped after 100 iterations
## # weights: 646
## initial value 1172.889293
## iter 10 value 236.194584
## iter 20 value 35.709274
## iter 30 value 6.656040
## iter 40 value 0.585600
## iter 50 value 0.041050
## iter 60 value 0.004306
## iter 70 value 0.001167
## iter 80 value 0.000470
## iter 90 value 0.000246
## final value 0.000097
## converged
## # weights: 732
## initial value 471.630262
## iter 10 value 199.878344
## iter 20 value 30.438443
## iter 30 value 4.117331
## iter 40 value 0.187696
## iter 50 value 0.013172
## iter 60 value 0.003649
## iter 70 value 0.001123
## iter 80 value 0.000607
## iter 90 value 0.000265
## iter 100 value 0.000142
## final value 0.000142
## stopped after 100 iterations
## # weights: 818
## initial value 425.853922
## iter 10 value 191.835913
## iter 20 value 20.638486
## iter 30 value 2.151103
## iter 40 value 0.059092
## iter 50 value 0.004342
## iter 60 value 0.001073
## iter 70 value 0.000432
## final value 0.000091
## converged
## # weights: 44
## initial value 509.661767
## iter 10 value 351.992866
## iter 20 value 332.441907
## iter 30 value 329.137194
## iter 40 value 326.393093
## iter 50 value 321.949306
## iter 60 value 318.047690
## iter 70 value 316.233326
## iter 80 value 316.060101
## iter 90 value 316.027317
## final value 316.027310
## converged
## # weights: 130
## initial value 472.896168
## iter 10 value 324.155309
## iter 20 value 278.385629
## iter 30 value 262.813355
## iter 40 value 257.068584
## iter 50 value 250.160078
## iter 60 value 245.570520
## iter 70 value 240.704473
## iter 80 value 237.569945
## iter 90 value 235.684047
## iter 100 value 235.036532
## final value 235.036532
## stopped after 100 iterations
## # weights: 216
## initial value 460.141827
## iter 10 value 295.840846
## iter 20 value 236.573655
## iter 30 value 205.632182
## iter 40 value 185.317732
## iter 50 value 176.092983
## iter 60 value 166.873974
## iter 70 value 159.370025
## iter 80 value 155.770443
## iter 90 value 154.636201
## iter 100 value 154.144079
## final value 154.144079
## stopped after 100 iterations
## # weights: 302
## initial value 485.748814
## iter 10 value 271.643609
## iter 20 value 205.834514
## iter 30 value 169.994607
## iter 40 value 144.870182
## iter 50 value 128.041652
## iter 60 value 117.481485
## iter 70 value 112.818764
## iter 80 value 110.648049
## iter 90 value 108.771130
## iter 100 value 107.399338
## final value 107.399338
## stopped after 100 iterations
## # weights: 388
## initial value 585.157655
## iter 10 value 261.252043
## iter 20 value 186.212702
## iter 30 value 153.140366
## iter 40 value 130.522120
## iter 50 value 114.898335
## iter 60 value 105.981589
## iter 70 value 100.637813
## iter 80 value 96.848574
## iter 90 value 93.627445
## iter 100 value 91.752296
## final value 91.752296
## stopped after 100 iterations
## # weights: 474
## initial value 937.052581
## iter 10 value 270.369601
## iter 20 value 183.682820
## iter 30 value 141.186317
## iter 40 value 120.929369
## iter 50 value 106.424897
## iter 60 value 96.769031
## iter 70 value 91.248661
## iter 80 value 88.399000
## iter 90 value 86.108104
## iter 100 value 84.331754
## final value 84.331754
## stopped after 100 iterations
## # weights: 560
## initial value 614.245555
## iter 10 value 251.855904
## iter 20 value 161.565890
## iter 30 value 115.590677
## iter 40 value 91.653135
## iter 50 value 82.027638
## iter 60 value 78.034671
## iter 70 value 75.869762
## iter 80 value 74.194096
## iter 90 value 73.187037
## iter 100 value 72.373529
## final value 72.373529
## stopped after 100 iterations
## # weights: 646
## initial value 473.946842
## iter 10 value 255.795670
## iter 20 value 144.932150
## iter 30 value 108.997864
## iter 40 value 90.922844
## iter 50 value 83.393048
## iter 60 value 79.541036
## iter 70 value 76.635035
## iter 80 value 72.992607
## iter 90 value 70.902579
## iter 100 value 69.425889
## final value 69.425889
## stopped after 100 iterations
## # weights: 732
## initial value 465.306746
## iter 10 value 237.536425
## iter 20 value 134.799290
## iter 30 value 101.909616
## iter 40 value 86.944357
## iter 50 value 79.193134
## iter 60 value 74.884941
## iter 70 value 71.941134
## iter 80 value 69.827008
## iter 90 value 67.884118
## iter 100 value 66.620946
## final value 66.620946
## stopped after 100 iterations
## # weights: 818
## initial value 447.121024
## iter 10 value 244.606232
## iter 20 value 135.020036
## iter 30 value 92.560526
## iter 40 value 79.201713
## iter 50 value 74.018104
## iter 60 value 71.194029
## iter 70 value 69.242459
## iter 80 value 66.998547
## iter 90 value 65.459134
## iter 100 value 64.554626
## final value 64.554626
## stopped after 100 iterations
## # weights: 44
## initial value 623.886301
## iter 10 value 359.216219
## iter 20 value 333.491056
## iter 30 value 322.810535
## iter 40 value 320.408540
## iter 50 value 317.963653
## iter 60 value 317.641936
## iter 70 value 317.626726
## final value 317.626681
## converged
## # weights: 130
## initial value 651.307626
## iter 10 value 288.871455
## iter 20 value 268.004324
## iter 30 value 258.880736
## iter 40 value 247.439610
## iter 50 value 241.183688
## iter 60 value 237.364173
## iter 70 value 232.416252
## iter 80 value 230.154414
## iter 90 value 229.702174
## iter 100 value 229.586312
## final value 229.586312
## stopped after 100 iterations
## # weights: 216
## initial value 550.073291
## iter 10 value 287.467018
## iter 20 value 210.957643
## iter 30 value 184.898290
## iter 40 value 172.109704
## iter 50 value 162.540875
## iter 60 value 156.200267
## iter 70 value 148.753456
## iter 80 value 144.284717
## iter 90 value 139.091240
## iter 100 value 135.663332
## final value 135.663332
## stopped after 100 iterations
## # weights: 302
## initial value 506.762784
## iter 10 value 271.378158
## iter 20 value 176.208958
## iter 30 value 137.864023
## iter 40 value 116.194981
## iter 50 value 104.310359
## iter 60 value 95.865496
## iter 70 value 90.451994
## iter 80 value 83.877132
## iter 90 value 78.090631
## iter 100 value 74.935433
## final value 74.935433
## stopped after 100 iterations
## # weights: 388
## initial value 455.291586
## iter 10 value 247.084670
## iter 20 value 164.337419
## iter 30 value 139.405882
## iter 40 value 118.653307
## iter 50 value 110.481033
## iter 60 value 102.695575
## iter 70 value 96.554906
## iter 80 value 86.585655
## iter 90 value 81.629959
## iter 100 value 76.867957
## final value 76.867957
## stopped after 100 iterations
## # weights: 474
## initial value 507.658766
## iter 10 value 252.836028
## iter 20 value 135.266275
## iter 30 value 102.426284
## iter 40 value 84.698214
## iter 50 value 73.205347
## iter 60 value 66.484827
## iter 70 value 61.127705
## iter 80 value 55.830756
## iter 90 value 52.356027
## iter 100 value 49.793388
## final value 49.793388
## stopped after 100 iterations
## # weights: 560
## initial value 490.278253
## iter 10 value 255.784543
## iter 20 value 128.775628
## iter 30 value 87.617590
## iter 40 value 64.768826
## iter 50 value 56.986801
## iter 60 value 52.245558
## iter 70 value 48.607732
## iter 80 value 46.233968
## iter 90 value 44.772695
## iter 100 value 43.966625
## final value 43.966625
## stopped after 100 iterations
## # weights: 646
## initial value 744.778056
## iter 10 value 237.862715
## iter 20 value 107.592000
## iter 30 value 71.940309
## iter 40 value 51.632574
## iter 50 value 44.901650
## iter 60 value 41.867719
## iter 70 value 39.761288
## iter 80 value 37.998777
## iter 90 value 37.284972
## iter 100 value 36.859963
## final value 36.859963
## stopped after 100 iterations
## # weights: 732
## initial value 952.302894
## iter 10 value 235.520298
## iter 20 value 115.047787
## iter 30 value 80.081748
## iter 40 value 59.328428
## iter 50 value 50.746941
## iter 60 value 43.940766
## iter 70 value 40.716817
## iter 80 value 38.651837
## iter 90 value 37.439433
## iter 100 value 36.388393
## final value 36.388393
## stopped after 100 iterations
## # weights: 818
## initial value 657.404651
## iter 10 value 212.204697
## iter 20 value 85.062624
## iter 30 value 62.327596
## iter 40 value 47.826276
## iter 50 value 42.723212
## iter 60 value 39.111156
## iter 70 value 37.282486
## iter 80 value 36.084253
## iter 90 value 35.233097
## iter 100 value 34.416523
## final value 34.416523
## stopped after 100 iterations
## # weights: 44
## initial value 438.461751
## iter 10 value 345.994904
## iter 20 value 328.072367
## iter 30 value 326.055818
## iter 40 value 324.716432
## iter 50 value 322.917467
## iter 60 value 322.358029
## iter 70 value 322.271662
## iter 80 value 321.813141
## iter 90 value 321.719603
## iter 100 value 321.715254
## final value 321.715254
## stopped after 100 iterations
## # weights: 130
## initial value 559.088421
## iter 10 value 329.178461
## iter 20 value 280.308496
## iter 30 value 260.396199
## iter 40 value 252.990189
## iter 50 value 242.590992
## iter 60 value 232.460456
## iter 70 value 229.933698
## iter 80 value 229.707332
## iter 90 value 229.595207
## iter 100 value 229.542459
## final value 229.542459
## stopped after 100 iterations
## # weights: 216
## initial value 434.172990
## iter 10 value 266.476182
## iter 20 value 193.035210
## iter 30 value 160.745927
## iter 40 value 149.758824
## iter 50 value 145.731788
## iter 60 value 142.901528
## iter 70 value 141.528257
## iter 80 value 140.726896
## iter 90 value 139.741968
## iter 100 value 139.496956
## final value 139.496956
## stopped after 100 iterations
## # weights: 302
## initial value 514.950505
## iter 10 value 264.050217
## iter 20 value 169.160181
## iter 30 value 134.979420
## iter 40 value 106.147118
## iter 50 value 91.533900
## iter 60 value 83.206450
## iter 70 value 77.776743
## iter 80 value 73.272741
## iter 90 value 68.810883
## iter 100 value 63.157485
## final value 63.157485
## stopped after 100 iterations
## # weights: 388
## initial value 529.290036
## iter 10 value 240.755124
## iter 20 value 118.043903
## iter 30 value 91.244311
## iter 40 value 74.284892
## iter 50 value 64.538725
## iter 60 value 53.038758
## iter 70 value 46.567409
## iter 80 value 41.187267
## iter 90 value 36.060737
## iter 100 value 33.835212
## final value 33.835212
## stopped after 100 iterations
## # weights: 474
## initial value 460.166234
## iter 10 value 224.950958
## iter 20 value 98.823696
## iter 30 value 66.108553
## iter 40 value 51.893575
## iter 50 value 43.680343
## iter 60 value 36.839334
## iter 70 value 32.555118
## iter 80 value 30.190287
## iter 90 value 28.682658
## iter 100 value 27.863903
## final value 27.863903
## stopped after 100 iterations
## # weights: 560
## initial value 457.826773
## iter 10 value 224.141478
## iter 20 value 86.495799
## iter 30 value 52.558286
## iter 40 value 40.345164
## iter 50 value 32.496118
## iter 60 value 28.121284
## iter 70 value 25.888540
## iter 80 value 24.264346
## iter 90 value 22.934770
## iter 100 value 21.943037
## final value 21.943037
## stopped after 100 iterations
## # weights: 646
## initial value 661.771745
## iter 10 value 216.682022
## iter 20 value 64.609475
## iter 30 value 45.104072
## iter 40 value 35.494315
## iter 50 value 28.381281
## iter 60 value 25.045738
## iter 70 value 23.380256
## iter 80 value 22.211461
## iter 90 value 21.633231
## iter 100 value 21.147582
## final value 21.147582
## stopped after 100 iterations
## # weights: 732
## initial value 875.086616
## iter 10 value 214.774455
## iter 20 value 65.810593
## iter 30 value 44.113774
## iter 40 value 32.596974
## iter 50 value 26.758491
## iter 60 value 23.755990
## iter 70 value 21.955437
## iter 80 value 20.790963
## iter 90 value 19.984530
## iter 100 value 19.465914
## final value 19.465914
## stopped after 100 iterations
## # weights: 818
## initial value 567.327141
## iter 10 value 212.575715
## iter 20 value 63.598590
## iter 30 value 45.020338
## iter 40 value 36.458376
## iter 50 value 29.158068
## iter 60 value 24.341780
## iter 70 value 21.791856
## iter 80 value 20.371320
## iter 90 value 19.400441
## iter 100 value 18.676915
## final value 18.676915
## stopped after 100 iterations
## # weights: 44
## initial value 546.309745
## iter 10 value 347.897808
## iter 20 value 330.624661
## iter 30 value 322.147212
## iter 40 value 317.689887
## iter 50 value 315.980212
## iter 60 value 314.811714
## iter 70 value 314.645115
## iter 80 value 314.638133
## iter 80 value 314.638131
## iter 80 value 314.638131
## final value 314.638131
## converged
## # weights: 130
## initial value 788.789229
## iter 10 value 338.624529
## iter 20 value 276.055960
## iter 30 value 250.328229
## iter 40 value 241.320290
## iter 50 value 234.415292
## iter 60 value 231.391637
## iter 70 value 230.336070
## iter 80 value 229.496011
## iter 90 value 228.312659
## iter 100 value 227.371899
## final value 227.371899
## stopped after 100 iterations
## # weights: 216
## initial value 455.966347
## iter 10 value 300.055627
## iter 20 value 221.281217
## iter 30 value 188.208811
## iter 40 value 171.452815
## iter 50 value 157.789692
## iter 60 value 148.425776
## iter 70 value 146.629304
## iter 80 value 144.645838
## iter 90 value 141.598009
## iter 100 value 141.127088
## final value 141.127088
## stopped after 100 iterations
## # weights: 302
## initial value 461.193050
## iter 10 value 288.371568
## iter 20 value 170.219551
## iter 30 value 118.087943
## iter 40 value 90.362122
## iter 50 value 81.357358
## iter 60 value 71.652446
## iter 70 value 64.041007
## iter 80 value 55.966082
## iter 90 value 50.543472
## iter 100 value 46.610789
## final value 46.610789
## stopped after 100 iterations
## # weights: 388
## initial value 467.052704
## iter 10 value 273.414558
## iter 20 value 135.916495
## iter 30 value 95.099900
## iter 40 value 74.479155
## iter 50 value 60.102013
## iter 60 value 52.347698
## iter 70 value 44.534461
## iter 80 value 37.534132
## iter 90 value 30.535599
## iter 100 value 26.542242
## final value 26.542242
## stopped after 100 iterations
## # weights: 474
## initial value 617.207497
## iter 10 value 229.784538
## iter 20 value 71.879122
## iter 30 value 40.883759
## iter 40 value 31.896661
## iter 50 value 25.828022
## iter 60 value 22.526111
## iter 70 value 19.967011
## iter 80 value 17.985266
## iter 90 value 16.157155
## iter 100 value 14.957386
## final value 14.957386
## stopped after 100 iterations
## # weights: 560
## initial value 774.466942
## iter 10 value 241.170669
## iter 20 value 63.573688
## iter 30 value 39.241633
## iter 40 value 31.017891
## iter 50 value 24.608844
## iter 60 value 19.835759
## iter 70 value 17.050825
## iter 80 value 15.456254
## iter 90 value 14.029448
## iter 100 value 12.993320
## final value 12.993320
## stopped after 100 iterations
## # weights: 646
## initial value 439.487370
## iter 10 value 202.803175
## iter 20 value 46.495390
## iter 30 value 27.231723
## iter 40 value 18.737739
## iter 50 value 14.839836
## iter 60 value 12.694029
## iter 70 value 11.419953
## iter 80 value 10.683131
## iter 90 value 10.284963
## iter 100 value 9.850585
## final value 9.850585
## stopped after 100 iterations
## # weights: 732
## initial value 520.730719
## iter 10 value 219.184033
## iter 20 value 45.167461
## iter 30 value 25.071784
## iter 40 value 16.811327
## iter 50 value 13.241972
## iter 60 value 11.653708
## iter 70 value 10.784338
## iter 80 value 10.213465
## iter 90 value 9.888548
## iter 100 value 9.586170
## final value 9.586170
## stopped after 100 iterations
## # weights: 818
## initial value 480.676654
## iter 10 value 215.171475
## iter 20 value 45.010591
## iter 30 value 27.209349
## iter 40 value 19.010813
## iter 50 value 14.882737
## iter 60 value 12.965876
## iter 70 value 11.905303
## iter 80 value 11.319249
## iter 90 value 10.816783
## iter 100 value 10.401900
## final value 10.401900
## stopped after 100 iterations
## # weights: 44
## initial value 625.234165
## iter 10 value 351.532546
## iter 20 value 317.399663
## iter 30 value 309.349372
## iter 40 value 307.049921
## iter 50 value 304.973025
## iter 60 value 304.559268
## iter 70 value 304.555788
## final value 304.555782
## converged
## # weights: 130
## initial value 516.223471
## iter 10 value 287.949474
## iter 20 value 232.795304
## iter 30 value 212.126529
## iter 40 value 201.314204
## iter 50 value 197.542944
## iter 60 value 196.495659
## iter 70 value 196.233211
## iter 80 value 195.938727
## iter 90 value 195.864289
## iter 100 value 195.828674
## final value 195.828674
## stopped after 100 iterations
## # weights: 216
## initial value 491.933873
## iter 10 value 260.321679
## iter 20 value 167.791431
## iter 30 value 127.483650
## iter 40 value 113.034947
## iter 50 value 105.787665
## iter 60 value 104.150598
## iter 70 value 103.197407
## iter 80 value 101.627596
## iter 90 value 100.793678
## iter 100 value 100.488742
## final value 100.488742
## stopped after 100 iterations
## # weights: 302
## initial value 565.651706
## iter 10 value 254.269744
## iter 20 value 142.189778
## iter 30 value 109.573533
## iter 40 value 94.552028
## iter 50 value 83.537262
## iter 60 value 80.305969
## iter 70 value 74.207802
## iter 80 value 72.888858
## iter 90 value 70.488457
## iter 100 value 69.369517
## final value 69.369517
## stopped after 100 iterations
## # weights: 388
## initial value 809.765037
## iter 10 value 260.876636
## iter 20 value 107.639886
## iter 30 value 51.997726
## iter 40 value 39.345714
## iter 50 value 36.242031
## iter 60 value 33.106168
## iter 70 value 30.524820
## iter 80 value 26.554868
## iter 90 value 23.551909
## iter 100 value 20.973187
## final value 20.973187
## stopped after 100 iterations
## # weights: 474
## initial value 440.439540
## iter 10 value 262.423679
## iter 20 value 92.862307
## iter 30 value 56.706699
## iter 40 value 38.862802
## iter 50 value 32.735920
## iter 60 value 28.343715
## iter 70 value 24.333261
## iter 80 value 20.133503
## iter 90 value 15.919811
## iter 100 value 14.136109
## final value 14.136109
## stopped after 100 iterations
## # weights: 560
## initial value 511.569973
## iter 10 value 241.999468
## iter 20 value 71.102022
## iter 30 value 26.124893
## iter 40 value 17.816688
## iter 50 value 13.128584
## iter 60 value 10.647458
## iter 70 value 8.944107
## iter 80 value 7.777771
## iter 90 value 6.810705
## iter 100 value 6.247984
## final value 6.247984
## stopped after 100 iterations
## # weights: 646
## initial value 461.341658
## iter 10 value 227.846052
## iter 20 value 50.691077
## iter 30 value 22.092369
## iter 40 value 15.705225
## iter 50 value 11.960484
## iter 60 value 9.896747
## iter 70 value 8.686942
## iter 80 value 7.876567
## iter 90 value 6.995498
## iter 100 value 6.412031
## final value 6.412031
## stopped after 100 iterations
## # weights: 732
## initial value 776.639847
## iter 10 value 212.506171
## iter 20 value 44.590587
## iter 30 value 15.247802
## iter 40 value 11.514530
## iter 50 value 8.945893
## iter 60 value 7.519162
## iter 70 value 6.723804
## iter 80 value 6.184296
## iter 90 value 5.741173
## iter 100 value 5.377311
## final value 5.377311
## stopped after 100 iterations
## # weights: 818
## initial value 571.809412
## iter 10 value 220.273655
## iter 20 value 38.681178
## iter 30 value 18.263932
## iter 40 value 12.444268
## iter 50 value 9.851113
## iter 60 value 8.232334
## iter 70 value 7.178559
## iter 80 value 6.366479
## iter 90 value 5.813140
## iter 100 value 5.416589
## final value 5.416589
## stopped after 100 iterations
## # weights: 44
## initial value 452.550946
## iter 10 value 349.492224
## iter 20 value 325.898684
## iter 30 value 318.636357
## iter 40 value 316.521699
## iter 50 value 311.268707
## iter 60 value 309.854615
## iter 70 value 309.829383
## iter 80 value 309.806102
## iter 90 value 309.784112
## iter 100 value 309.781794
## final value 309.781794
## stopped after 100 iterations
## # weights: 130
## initial value 740.189556
## iter 10 value 305.264921
## iter 20 value 258.244319
## iter 30 value 234.631132
## iter 40 value 219.601678
## iter 50 value 212.774789
## iter 60 value 209.249910
## iter 70 value 206.262387
## iter 80 value 204.339462
## iter 90 value 203.642741
## iter 100 value 203.239140
## final value 203.239140
## stopped after 100 iterations
## # weights: 216
## initial value 450.206122
## iter 10 value 287.851286
## iter 20 value 197.103032
## iter 30 value 166.791091
## iter 40 value 161.379877
## iter 50 value 159.027170
## iter 60 value 157.101966
## iter 70 value 155.415283
## iter 80 value 154.181615
## iter 90 value 153.400384
## iter 100 value 153.233996
## final value 153.233996
## stopped after 100 iterations
## # weights: 302
## initial value 475.311966
## iter 10 value 257.846501
## iter 20 value 145.379878
## iter 30 value 95.871298
## iter 40 value 74.494253
## iter 50 value 67.697918
## iter 60 value 64.592870
## iter 70 value 59.016843
## iter 80 value 49.381572
## iter 90 value 45.596756
## iter 100 value 44.394705
## final value 44.394705
## stopped after 100 iterations
## # weights: 388
## initial value 700.681434
## iter 10 value 307.838647
## iter 20 value 148.695108
## iter 30 value 100.710715
## iter 40 value 90.473326
## iter 50 value 84.512811
## iter 60 value 79.062131
## iter 70 value 70.083114
## iter 80 value 66.338250
## iter 90 value 59.514089
## iter 100 value 55.994614
## final value 55.994614
## stopped after 100 iterations
## # weights: 474
## initial value 548.532599
## iter 10 value 264.375663
## iter 20 value 108.580252
## iter 30 value 68.383180
## iter 40 value 47.087754
## iter 50 value 38.330796
## iter 60 value 31.408668
## iter 70 value 28.666106
## iter 80 value 26.408677
## iter 90 value 24.027485
## iter 100 value 18.156676
## final value 18.156676
## stopped after 100 iterations
## # weights: 560
## initial value 724.467821
## iter 10 value 220.490329
## iter 20 value 60.502652
## iter 30 value 26.573937
## iter 40 value 13.288202
## iter 50 value 10.119660
## iter 60 value 8.232875
## iter 70 value 6.531914
## iter 80 value 5.329264
## iter 90 value 4.541731
## iter 100 value 4.022005
## final value 4.022005
## stopped after 100 iterations
## # weights: 646
## initial value 528.449529
## iter 10 value 211.396855
## iter 20 value 45.820697
## iter 30 value 13.815332
## iter 40 value 8.761714
## iter 50 value 6.522164
## iter 60 value 5.185544
## iter 70 value 4.202316
## iter 80 value 3.679095
## iter 90 value 3.290469
## iter 100 value 3.053246
## final value 3.053246
## stopped after 100 iterations
## # weights: 732
## initial value 690.271964
## iter 10 value 202.978902
## iter 20 value 30.535559
## iter 30 value 8.583966
## iter 40 value 6.063631
## iter 50 value 4.651986
## iter 60 value 3.886931
## iter 70 value 3.355241
## iter 80 value 3.034024
## iter 90 value 2.828089
## iter 100 value 2.681496
## final value 2.681496
## stopped after 100 iterations
## # weights: 818
## initial value 463.602216
## iter 10 value 185.121471
## iter 20 value 20.311112
## iter 30 value 6.626662
## iter 40 value 4.743840
## iter 50 value 3.739725
## iter 60 value 3.201748
## iter 70 value 2.889633
## iter 80 value 2.724111
## iter 90 value 2.580617
## iter 100 value 2.460992
## final value 2.460992
## stopped after 100 iterations
## # weights: 44
## initial value 536.103010
## iter 10 value 347.205971
## iter 20 value 329.332488
## iter 30 value 322.099777
## iter 40 value 319.241259
## iter 50 value 317.939753
## iter 60 value 317.581682
## iter 70 value 317.540797
## iter 80 value 317.526028
## iter 90 value 317.524970
## iter 90 value 317.524969
## final value 317.524969
## converged
## # weights: 130
## initial value 456.530741
## iter 10 value 293.589194
## iter 20 value 253.054876
## iter 30 value 230.532392
## iter 40 value 217.637086
## iter 50 value 208.064663
## iter 60 value 205.654831
## iter 70 value 204.555448
## iter 80 value 203.636917
## iter 90 value 203.355585
## iter 100 value 203.083901
## final value 203.083901
## stopped after 100 iterations
## # weights: 216
## initial value 466.829403
## iter 10 value 296.208482
## iter 20 value 218.954132
## iter 30 value 168.715768
## iter 40 value 139.616190
## iter 50 value 130.269004
## iter 60 value 125.953525
## iter 70 value 121.609571
## iter 80 value 119.472182
## iter 90 value 117.233214
## iter 100 value 115.772125
## final value 115.772125
## stopped after 100 iterations
## # weights: 302
## initial value 446.364909
## iter 10 value 245.841015
## iter 20 value 123.585168
## iter 30 value 74.850657
## iter 40 value 59.946508
## iter 50 value 53.279783
## iter 60 value 50.308660
## iter 70 value 49.209841
## iter 80 value 47.280993
## iter 90 value 46.409106
## iter 100 value 45.910756
## final value 45.910756
## stopped after 100 iterations
## # weights: 388
## initial value 463.154551
## iter 10 value 251.930269
## iter 20 value 122.328455
## iter 30 value 86.648334
## iter 40 value 76.755144
## iter 50 value 66.942431
## iter 60 value 61.916613
## iter 70 value 56.698509
## iter 80 value 55.287073
## iter 90 value 54.013052
## iter 100 value 53.351962
## final value 53.351962
## stopped after 100 iterations
## # weights: 474
## initial value 671.862017
## iter 10 value 236.508732
## iter 20 value 82.563672
## iter 30 value 38.299319
## iter 40 value 21.304657
## iter 50 value 18.149050
## iter 60 value 16.116574
## iter 70 value 12.204105
## iter 80 value 10.189900
## iter 90 value 8.956229
## iter 100 value 6.262974
## final value 6.262974
## stopped after 100 iterations
## # weights: 560
## initial value 505.939992
## iter 10 value 220.457902
## iter 20 value 42.880320
## iter 30 value 11.880167
## iter 40 value 5.220323
## iter 50 value 4.300438
## iter 60 value 3.671427
## iter 70 value 3.176442
## iter 80 value 2.793544
## iter 90 value 2.513723
## iter 100 value 2.298265
## final value 2.298265
## stopped after 100 iterations
## # weights: 646
## initial value 484.087374
## iter 10 value 236.746773
## iter 20 value 55.675207
## iter 30 value 9.843159
## iter 40 value 4.541792
## iter 50 value 3.562536
## iter 60 value 2.903671
## iter 70 value 2.499450
## iter 80 value 2.250909
## iter 90 value 2.065314
## iter 100 value 1.909034
## final value 1.909034
## stopped after 100 iterations
## # weights: 732
## initial value 477.974984
## iter 10 value 195.124444
## iter 20 value 29.199734
## iter 30 value 6.391966
## iter 40 value 3.398784
## iter 50 value 2.650880
## iter 60 value 2.190514
## iter 70 value 1.890156
## iter 80 value 1.697769
## iter 90 value 1.574795
## iter 100 value 1.504889
## final value 1.504889
## stopped after 100 iterations
## # weights: 818
## initial value 688.027655
## iter 10 value 203.765619
## iter 20 value 26.996716
## iter 30 value 7.026386
## iter 40 value 3.303560
## iter 50 value 2.675910
## iter 60 value 2.235123
## iter 70 value 1.925856
## iter 80 value 1.694105
## iter 90 value 1.551470
## iter 100 value 1.455372
## final value 1.455372
## stopped after 100 iterations
## # weights: 44
## initial value 532.002641
## iter 10 value 341.711825
## iter 20 value 319.613422
## iter 30 value 313.807361
## iter 40 value 309.942579
## iter 50 value 298.211563
## iter 60 value 297.396498
## iter 70 value 297.148080
## iter 80 value 297.045820
## iter 90 value 297.037208
## iter 100 value 297.035637
## final value 297.035637
## stopped after 100 iterations
## # weights: 130
## initial value 581.513729
## iter 10 value 306.994019
## iter 20 value 267.368329
## iter 30 value 234.997747
## iter 40 value 221.741423
## iter 50 value 211.698650
## iter 60 value 208.420913
## iter 70 value 207.829660
## iter 80 value 207.690910
## iter 90 value 207.645779
## iter 100 value 207.615079
## final value 207.615079
## stopped after 100 iterations
## # weights: 216
## initial value 438.427962
## iter 10 value 271.879199
## iter 20 value 181.588206
## iter 30 value 155.500045
## iter 40 value 148.522565
## iter 50 value 144.075673
## iter 60 value 142.546197
## iter 70 value 141.988457
## iter 80 value 141.516849
## iter 90 value 141.069539
## iter 100 value 139.450976
## final value 139.450976
## stopped after 100 iterations
## # weights: 302
## initial value 462.349072
## iter 10 value 275.298945
## iter 20 value 155.655640
## iter 30 value 107.073454
## iter 40 value 92.646453
## iter 50 value 86.987646
## iter 60 value 83.512928
## iter 70 value 81.653423
## iter 80 value 80.174149
## iter 90 value 79.604525
## iter 100 value 79.074651
## final value 79.074651
## stopped after 100 iterations
## # weights: 388
## initial value 468.034309
## iter 10 value 269.998419
## iter 20 value 108.700948
## iter 30 value 50.839768
## iter 40 value 25.394433
## iter 50 value 18.903311
## iter 60 value 16.525890
## iter 70 value 15.547723
## iter 80 value 14.725055
## iter 90 value 14.375900
## iter 100 value 14.015459
## final value 14.015459
## stopped after 100 iterations
## # weights: 474
## initial value 431.565122
## iter 10 value 204.455962
## iter 20 value 46.643799
## iter 30 value 18.460713
## iter 40 value 7.151018
## iter 50 value 4.353640
## iter 60 value 3.257581
## iter 70 value 1.829449
## iter 80 value 1.683809
## iter 90 value 1.541252
## iter 100 value 1.425752
## final value 1.425752
## stopped after 100 iterations
## # weights: 560
## initial value 488.581810
## iter 10 value 222.959785
## iter 20 value 62.520005
## iter 30 value 19.077730
## iter 40 value 10.647059
## iter 50 value 6.345265
## iter 60 value 4.331147
## iter 70 value 3.040979
## iter 80 value 2.754318
## iter 90 value 2.437641
## iter 100 value 2.212580
## final value 2.212580
## stopped after 100 iterations
## # weights: 646
## initial value 437.558523
## iter 10 value 223.907736
## iter 20 value 29.554166
## iter 30 value 4.424660
## iter 40 value 2.115672
## iter 50 value 1.799688
## iter 60 value 1.540093
## iter 70 value 1.334545
## iter 80 value 1.192591
## iter 90 value 1.075896
## iter 100 value 0.994429
## final value 0.994429
## stopped after 100 iterations
## # weights: 732
## initial value 524.544323
## iter 10 value 219.688458
## iter 20 value 26.113094
## iter 30 value 4.077136
## iter 40 value 1.639991
## iter 50 value 1.369832
## iter 60 value 1.128259
## iter 70 value 0.969154
## iter 80 value 0.854189
## iter 90 value 0.778421
## iter 100 value 0.734211
## final value 0.734211
## stopped after 100 iterations
## # weights: 818
## initial value 760.269407
## iter 10 value 217.605189
## iter 20 value 25.240330
## iter 30 value 4.219182
## iter 40 value 1.683701
## iter 50 value 1.384485
## iter 60 value 1.151450
## iter 70 value 0.994590
## iter 80 value 0.882469
## iter 90 value 0.804170
## iter 100 value 0.746119
## final value 0.746119
## stopped after 100 iterations
## # weights: 44
## initial value 672.178101
## iter 10 value 349.959129
## iter 20 value 327.776442
## iter 30 value 314.767514
## iter 40 value 305.446082
## iter 50 value 295.170158
## iter 60 value 293.946215
## iter 70 value 293.896138
## iter 80 value 293.881151
## iter 90 value 293.866766
## iter 100 value 293.859437
## final value 293.859437
## stopped after 100 iterations
## # weights: 130
## initial value 451.612217
## iter 10 value 374.823458
## iter 20 value 307.482918
## iter 30 value 234.785524
## iter 40 value 207.032248
## iter 50 value 190.439699
## iter 60 value 184.419548
## iter 70 value 182.151530
## iter 80 value 178.743375
## iter 90 value 176.273557
## iter 100 value 174.767054
## final value 174.767054
## stopped after 100 iterations
## # weights: 216
## initial value 489.441077
## iter 10 value 295.603428
## iter 20 value 209.793341
## iter 30 value 190.377953
## iter 40 value 177.162352
## iter 50 value 170.621201
## iter 60 value 166.199166
## iter 70 value 162.287263
## iter 80 value 161.503735
## iter 90 value 161.046205
## iter 100 value 160.768890
## final value 160.768890
## stopped after 100 iterations
## # weights: 302
## initial value 549.239976
## iter 10 value 251.989799
## iter 20 value 112.617821
## iter 30 value 56.735754
## iter 40 value 48.220811
## iter 50 value 44.083250
## iter 60 value 39.897095
## iter 70 value 34.719049
## iter 80 value 29.807383
## iter 90 value 27.715147
## iter 100 value 26.365826
## final value 26.365826
## stopped after 100 iterations
## # weights: 388
## initial value 550.839314
## iter 10 value 241.493328
## iter 20 value 103.153223
## iter 30 value 59.908398
## iter 40 value 48.879782
## iter 50 value 41.565559
## iter 60 value 39.331169
## iter 70 value 35.771320
## iter 80 value 33.907061
## iter 90 value 33.208815
## iter 100 value 29.619155
## final value 29.619155
## stopped after 100 iterations
## # weights: 474
## initial value 484.374643
## iter 10 value 228.832605
## iter 20 value 69.194212
## iter 30 value 32.560366
## iter 40 value 22.372890
## iter 50 value 18.282944
## iter 60 value 16.169920
## iter 70 value 13.208227
## iter 80 value 10.427189
## iter 90 value 8.887927
## iter 100 value 7.951538
## final value 7.951538
## stopped after 100 iterations
## # weights: 560
## initial value 468.618410
## iter 10 value 238.516385
## iter 20 value 84.676910
## iter 30 value 26.448252
## iter 40 value 11.151974
## iter 50 value 6.606301
## iter 60 value 5.496429
## iter 70 value 5.015493
## iter 80 value 4.485368
## iter 90 value 4.076659
## iter 100 value 3.829926
## final value 3.829926
## stopped after 100 iterations
## # weights: 646
## initial value 642.071649
## iter 10 value 198.363584
## iter 20 value 39.373589
## iter 30 value 5.217727
## iter 40 value 1.302273
## iter 50 value 1.081206
## iter 60 value 0.986189
## iter 70 value 0.897222
## iter 80 value 0.799721
## iter 90 value 0.722238
## iter 100 value 0.663524
## final value 0.663524
## stopped after 100 iterations
## # weights: 732
## initial value 458.096664
## iter 10 value 206.970782
## iter 20 value 35.814940
## iter 30 value 9.461717
## iter 40 value 1.403582
## iter 50 value 1.013262
## iter 60 value 0.856146
## iter 70 value 0.731915
## iter 80 value 0.655174
## iter 90 value 0.588375
## iter 100 value 0.540546
## final value 0.540546
## stopped after 100 iterations
## # weights: 818
## initial value 524.758315
## iter 10 value 211.810781
## iter 20 value 26.955115
## iter 30 value 3.811132
## iter 40 value 1.056106
## iter 50 value 0.905936
## iter 60 value 0.801573
## iter 70 value 0.722622
## iter 80 value 0.645989
## iter 90 value 0.590363
## iter 100 value 0.538460
## final value 0.538460
## stopped after 100 iterations
## # weights: 44
## initial value 483.045188
## iter 10 value 329.025794
## iter 20 value 319.499758
## iter 30 value 317.126523
## iter 40 value 314.058487
## iter 50 value 295.502729
## iter 60 value 285.598209
## iter 70 value 285.146311
## iter 80 value 285.144438
## iter 80 value 285.144437
## iter 80 value 285.144437
## final value 285.144437
## converged
## # weights: 130
## initial value 452.585097
## iter 10 value 324.832491
## iter 20 value 303.403197
## iter 30 value 285.692624
## iter 40 value 266.534337
## iter 50 value 244.309018
## iter 60 value 236.013602
## iter 70 value 227.324969
## iter 80 value 225.913254
## iter 90 value 225.878198
## final value 225.878021
## converged
## # weights: 216
## initial value 462.200144
## iter 10 value 319.959050
## iter 20 value 222.093940
## iter 30 value 171.141959
## iter 40 value 157.081260
## iter 50 value 145.900270
## iter 60 value 141.367910
## iter 70 value 138.750041
## iter 80 value 136.744495
## iter 90 value 135.059377
## iter 100 value 132.174882
## final value 132.174882
## stopped after 100 iterations
## # weights: 302
## initial value 499.251361
## iter 10 value 271.610800
## iter 20 value 127.982713
## iter 30 value 74.264860
## iter 40 value 62.342346
## iter 50 value 57.627648
## iter 60 value 55.699341
## iter 70 value 52.942548
## iter 80 value 51.626823
## iter 90 value 50.933102
## iter 100 value 49.107599
## final value 49.107599
## stopped after 100 iterations
## # weights: 388
## initial value 473.977457
## iter 10 value 238.216734
## iter 20 value 94.642778
## iter 30 value 34.912368
## iter 40 value 22.298450
## iter 50 value 16.783473
## iter 60 value 16.001720
## iter 70 value 15.819553
## iter 80 value 15.514898
## iter 90 value 15.424160
## iter 100 value 15.393869
## final value 15.393869
## stopped after 100 iterations
## # weights: 474
## initial value 613.892153
## iter 10 value 232.952327
## iter 20 value 61.789842
## iter 30 value 20.044681
## iter 40 value 8.951206
## iter 50 value 6.398533
## iter 60 value 5.284461
## iter 70 value 4.434036
## iter 80 value 3.044778
## iter 90 value 2.190752
## iter 100 value 1.665176
## final value 1.665176
## stopped after 100 iterations
## # weights: 560
## initial value 457.015734
## iter 10 value 208.400637
## iter 20 value 37.249951
## iter 30 value 6.965459
## iter 40 value 1.093797
## iter 50 value 0.056150
## iter 60 value 0.003933
## iter 70 value 0.000968
## iter 80 value 0.000331
## iter 90 value 0.000123
## final value 0.000099
## converged
## # weights: 646
## initial value 706.638634
## iter 10 value 253.373008
## iter 20 value 59.298854
## iter 30 value 13.238475
## iter 40 value 2.089168
## iter 50 value 0.080220
## iter 60 value 0.007290
## iter 70 value 0.001305
## iter 80 value 0.000354
## iter 90 value 0.000162
## final value 0.000090
## converged
## # weights: 732
## initial value 486.340732
## iter 10 value 217.884592
## iter 20 value 44.890021
## iter 30 value 8.280264
## iter 40 value 1.189655
## iter 50 value 0.044728
## iter 60 value 0.007191
## iter 70 value 0.002585
## iter 80 value 0.000920
## iter 90 value 0.000455
## iter 100 value 0.000136
## final value 0.000136
## stopped after 100 iterations
## # weights: 818
## initial value 495.902574
## iter 10 value 209.669774
## iter 20 value 26.127158
## iter 30 value 1.685390
## iter 40 value 0.067162
## iter 50 value 0.006664
## iter 60 value 0.001426
## iter 70 value 0.000548
## iter 80 value 0.000271
## iter 90 value 0.000140
## final value 0.000097
## converged
## # weights: 44
## initial value 449.708891
## iter 10 value 364.300972
## iter 20 value 330.302380
## iter 30 value 324.063315
## iter 40 value 323.023890
## iter 50 value 322.669266
## iter 60 value 321.503902
## iter 70 value 320.853479
## iter 80 value 320.823386
## iter 90 value 320.738320
## final value 320.737676
## converged
## # weights: 130
## initial value 613.564170
## iter 10 value 332.315686
## iter 20 value 280.575733
## iter 30 value 267.024197
## iter 40 value 259.603314
## iter 50 value 245.564944
## iter 60 value 240.137057
## iter 70 value 236.464691
## iter 80 value 233.802852
## iter 90 value 232.525402
## iter 100 value 231.606909
## final value 231.606909
## stopped after 100 iterations
## # weights: 216
## initial value 669.273476
## iter 10 value 338.510099
## iter 20 value 257.392269
## iter 30 value 226.292098
## iter 40 value 206.900755
## iter 50 value 198.473850
## iter 60 value 192.163371
## iter 70 value 184.444874
## iter 80 value 177.524953
## iter 90 value 170.352835
## iter 100 value 168.272981
## final value 168.272981
## stopped after 100 iterations
## # weights: 302
## initial value 616.328893
## iter 10 value 323.955511
## iter 20 value 237.655458
## iter 30 value 187.930582
## iter 40 value 163.245076
## iter 50 value 144.068787
## iter 60 value 130.287718
## iter 70 value 123.182066
## iter 80 value 119.862703
## iter 90 value 117.961081
## iter 100 value 116.596385
## final value 116.596385
## stopped after 100 iterations
## # weights: 388
## initial value 585.749006
## iter 10 value 261.118941
## iter 20 value 182.228001
## iter 30 value 138.756443
## iter 40 value 113.386200
## iter 50 value 99.882929
## iter 60 value 94.497050
## iter 70 value 90.846569
## iter 80 value 88.391565
## iter 90 value 86.619855
## iter 100 value 85.101877
## final value 85.101877
## stopped after 100 iterations
## # weights: 474
## initial value 454.132379
## iter 10 value 270.727835
## iter 20 value 184.846177
## iter 30 value 136.773411
## iter 40 value 111.983385
## iter 50 value 102.799732
## iter 60 value 98.025689
## iter 70 value 93.315348
## iter 80 value 90.289960
## iter 90 value 88.608706
## iter 100 value 86.675905
## final value 86.675905
## stopped after 100 iterations
## # weights: 560
## initial value 487.572649
## iter 10 value 250.349511
## iter 20 value 159.071452
## iter 30 value 123.834701
## iter 40 value 104.057673
## iter 50 value 93.808004
## iter 60 value 87.829264
## iter 70 value 81.832364
## iter 80 value 78.040098
## iter 90 value 75.964411
## iter 100 value 74.824624
## final value 74.824624
## stopped after 100 iterations
## # weights: 646
## initial value 477.019900
## iter 10 value 263.231167
## iter 20 value 154.418849
## iter 30 value 109.396161
## iter 40 value 90.470468
## iter 50 value 82.818481
## iter 60 value 78.531732
## iter 70 value 75.430760
## iter 80 value 72.667329
## iter 90 value 70.499118
## iter 100 value 68.671354
## final value 68.671354
## stopped after 100 iterations
## # weights: 732
## initial value 447.790274
## iter 10 value 242.676793
## iter 20 value 141.175308
## iter 30 value 95.442818
## iter 40 value 79.939152
## iter 50 value 73.672885
## iter 60 value 71.061063
## iter 70 value 68.928457
## iter 80 value 67.285693
## iter 90 value 66.106420
## iter 100 value 65.410356
## final value 65.410356
## stopped after 100 iterations
## # weights: 818
## initial value 494.440688
## iter 10 value 253.682488
## iter 20 value 142.158515
## iter 30 value 99.125151
## iter 40 value 81.742771
## iter 50 value 75.413299
## iter 60 value 71.820138
## iter 70 value 69.574448
## iter 80 value 68.241613
## iter 90 value 67.264982
## iter 100 value 66.413634
## final value 66.413634
## stopped after 100 iterations
## # weights: 44
## initial value 583.437794
## iter 10 value 348.734932
## iter 20 value 330.807893
## iter 30 value 327.668923
## iter 40 value 325.629907
## iter 50 value 324.357669
## iter 60 value 324.269924
## iter 70 value 323.473488
## iter 80 value 321.815837
## iter 90 value 321.316660
## iter 100 value 321.309148
## final value 321.309148
## stopped after 100 iterations
## # weights: 130
## initial value 530.601878
## iter 10 value 338.083804
## iter 20 value 283.646689
## iter 30 value 256.782022
## iter 40 value 243.023997
## iter 50 value 238.546167
## iter 60 value 235.751441
## iter 70 value 231.788151
## iter 80 value 229.055453
## iter 90 value 226.520288
## iter 100 value 224.201723
## final value 224.201723
## stopped after 100 iterations
## # weights: 216
## initial value 559.623984
## iter 10 value 299.782472
## iter 20 value 227.653945
## iter 30 value 193.626392
## iter 40 value 177.144883
## iter 50 value 164.311429
## iter 60 value 153.124436
## iter 70 value 150.036015
## iter 80 value 146.596296
## iter 90 value 142.104687
## iter 100 value 140.987649
## final value 140.987649
## stopped after 100 iterations
## # weights: 302
## initial value 496.522847
## iter 10 value 274.047020
## iter 20 value 170.078188
## iter 30 value 140.627511
## iter 40 value 124.234620
## iter 50 value 112.046107
## iter 60 value 105.346283
## iter 70 value 95.422217
## iter 80 value 82.927152
## iter 90 value 77.896016
## iter 100 value 73.773463
## final value 73.773463
## stopped after 100 iterations
## # weights: 388
## initial value 455.828926
## iter 10 value 243.418777
## iter 20 value 142.981330
## iter 30 value 100.834864
## iter 40 value 82.503691
## iter 50 value 69.994353
## iter 60 value 63.827838
## iter 70 value 58.327567
## iter 80 value 55.451960
## iter 90 value 53.149198
## iter 100 value 51.533877
## final value 51.533877
## stopped after 100 iterations
## # weights: 474
## initial value 679.148020
## iter 10 value 259.454195
## iter 20 value 152.892587
## iter 30 value 112.340554
## iter 40 value 89.387781
## iter 50 value 73.469529
## iter 60 value 65.966422
## iter 70 value 58.545291
## iter 80 value 53.312943
## iter 90 value 49.686450
## iter 100 value 47.765593
## final value 47.765593
## stopped after 100 iterations
## # weights: 560
## initial value 489.272789
## iter 10 value 233.782940
## iter 20 value 108.863721
## iter 30 value 88.966987
## iter 40 value 73.641970
## iter 50 value 63.300895
## iter 60 value 54.828307
## iter 70 value 49.227223
## iter 80 value 44.902295
## iter 90 value 42.678926
## iter 100 value 40.714512
## final value 40.714512
## stopped after 100 iterations
## # weights: 646
## initial value 508.921499
## iter 10 value 237.247420
## iter 20 value 91.856287
## iter 30 value 67.478565
## iter 40 value 51.991000
## iter 50 value 46.066677
## iter 60 value 42.279518
## iter 70 value 39.874839
## iter 80 value 38.912190
## iter 90 value 37.882318
## iter 100 value 37.133882
## final value 37.133882
## stopped after 100 iterations
## # weights: 732
## initial value 465.172030
## iter 10 value 228.853603
## iter 20 value 93.463110
## iter 30 value 67.000994
## iter 40 value 50.512252
## iter 50 value 44.343913
## iter 60 value 41.402041
## iter 70 value 39.012726
## iter 80 value 37.166919
## iter 90 value 35.950339
## iter 100 value 35.327867
## final value 35.327867
## stopped after 100 iterations
## # weights: 818
## initial value 973.502931
## iter 10 value 230.454766
## iter 20 value 90.781822
## iter 30 value 65.609025
## iter 40 value 51.770861
## iter 50 value 45.224479
## iter 60 value 40.059416
## iter 70 value 37.616922
## iter 80 value 35.856040
## iter 90 value 34.883770
## iter 100 value 34.175073
## final value 34.175073
## stopped after 100 iterations
## # weights: 44
## initial value 452.889910
## iter 10 value 354.759865
## iter 20 value 325.894256
## iter 30 value 318.885084
## iter 40 value 318.009157
## iter 50 value 317.322948
## iter 60 value 317.236089
## final value 317.236080
## converged
## # weights: 130
## initial value 441.933666
## iter 10 value 301.519771
## iter 20 value 253.834527
## iter 30 value 238.459261
## iter 40 value 233.827518
## iter 50 value 231.381259
## iter 60 value 227.390783
## iter 70 value 224.916945
## iter 80 value 222.859712
## iter 90 value 218.909627
## iter 100 value 215.296433
## final value 215.296433
## stopped after 100 iterations
## # weights: 216
## initial value 541.605176
## iter 10 value 288.398881
## iter 20 value 233.746221
## iter 30 value 194.784191
## iter 40 value 171.111349
## iter 50 value 160.854715
## iter 60 value 155.446230
## iter 70 value 151.612283
## iter 80 value 149.729260
## iter 90 value 148.862817
## iter 100 value 146.078914
## final value 146.078914
## stopped after 100 iterations
## # weights: 302
## initial value 471.175200
## iter 10 value 249.975410
## iter 20 value 166.578059
## iter 30 value 125.667285
## iter 40 value 107.465408
## iter 50 value 94.144911
## iter 60 value 79.261267
## iter 70 value 70.941989
## iter 80 value 66.189380
## iter 90 value 62.307005
## iter 100 value 57.078484
## final value 57.078484
## stopped after 100 iterations
## # weights: 388
## initial value 579.051190
## iter 10 value 250.685129
## iter 20 value 112.966621
## iter 30 value 83.903414
## iter 40 value 71.237043
## iter 50 value 62.109274
## iter 60 value 55.611989
## iter 70 value 51.056308
## iter 80 value 48.032804
## iter 90 value 45.050570
## iter 100 value 42.776586
## final value 42.776586
## stopped after 100 iterations
## # weights: 474
## initial value 693.742450
## iter 10 value 250.617972
## iter 20 value 105.675097
## iter 30 value 70.613632
## iter 40 value 53.347332
## iter 50 value 43.409543
## iter 60 value 37.823960
## iter 70 value 34.415140
## iter 80 value 31.906900
## iter 90 value 29.921483
## iter 100 value 27.845287
## final value 27.845287
## stopped after 100 iterations
## # weights: 560
## initial value 436.592961
## iter 10 value 213.627948
## iter 20 value 72.960830
## iter 30 value 51.831460
## iter 40 value 39.702979
## iter 50 value 31.385145
## iter 60 value 27.509228
## iter 70 value 25.459083
## iter 80 value 23.660747
## iter 90 value 22.480094
## iter 100 value 21.782216
## final value 21.782216
## stopped after 100 iterations
## # weights: 646
## initial value 472.118371
## iter 10 value 228.147485
## iter 20 value 69.436728
## iter 30 value 48.713861
## iter 40 value 38.583748
## iter 50 value 30.697543
## iter 60 value 25.559409
## iter 70 value 23.560493
## iter 80 value 22.404683
## iter 90 value 21.439958
## iter 100 value 20.766055
## final value 20.766055
## stopped after 100 iterations
## # weights: 732
## initial value 705.686435
## iter 10 value 205.114171
## iter 20 value 59.940177
## iter 30 value 39.005007
## iter 40 value 28.132049
## iter 50 value 22.975474
## iter 60 value 20.984258
## iter 70 value 19.821819
## iter 80 value 19.187774
## iter 90 value 18.881145
## iter 100 value 18.677497
## final value 18.677497
## stopped after 100 iterations
## # weights: 818
## initial value 529.753486
## iter 10 value 211.528119
## iter 20 value 58.970842
## iter 30 value 39.921558
## iter 40 value 28.743457
## iter 50 value 24.145185
## iter 60 value 21.647418
## iter 70 value 20.219612
## iter 80 value 19.176569
## iter 90 value 18.572022
## iter 100 value 18.237524
## final value 18.237524
## stopped after 100 iterations
## # weights: 44
## initial value 474.286892
## iter 10 value 380.360219
## iter 20 value 332.653066
## iter 30 value 320.441044
## iter 40 value 318.046235
## iter 50 value 316.981670
## iter 60 value 309.640482
## iter 70 value 309.401471
## final value 309.399932
## converged
## # weights: 130
## initial value 464.005521
## iter 10 value 382.510576
## iter 20 value 307.019893
## iter 30 value 281.352606
## iter 40 value 264.666095
## iter 50 value 249.218063
## iter 60 value 241.335413
## iter 70 value 231.565125
## iter 80 value 229.073359
## iter 90 value 228.299907
## iter 100 value 227.851044
## final value 227.851044
## stopped after 100 iterations
## # weights: 216
## initial value 495.921143
## iter 10 value 276.815492
## iter 20 value 192.911809
## iter 30 value 161.136580
## iter 40 value 148.853079
## iter 50 value 143.953878
## iter 60 value 141.666492
## iter 70 value 138.286099
## iter 80 value 137.221099
## iter 90 value 136.228844
## iter 100 value 135.730864
## final value 135.730864
## stopped after 100 iterations
## # weights: 302
## initial value 463.981307
## iter 10 value 270.319670
## iter 20 value 166.788758
## iter 30 value 127.136019
## iter 40 value 104.163272
## iter 50 value 91.914074
## iter 60 value 87.702293
## iter 70 value 85.689154
## iter 80 value 79.477830
## iter 90 value 77.867100
## iter 100 value 69.044411
## final value 69.044411
## stopped after 100 iterations
## # weights: 388
## initial value 499.142817
## iter 10 value 252.563360
## iter 20 value 123.021934
## iter 30 value 90.307598
## iter 40 value 64.769510
## iter 50 value 52.763031
## iter 60 value 44.941411
## iter 70 value 38.642401
## iter 80 value 31.879623
## iter 90 value 27.941821
## iter 100 value 23.431285
## final value 23.431285
## stopped after 100 iterations
## # weights: 474
## initial value 460.541679
## iter 10 value 248.460002
## iter 20 value 97.758351
## iter 30 value 57.849230
## iter 40 value 45.036895
## iter 50 value 32.681257
## iter 60 value 28.002965
## iter 70 value 23.510574
## iter 80 value 21.167267
## iter 90 value 18.853715
## iter 100 value 17.548599
## final value 17.548599
## stopped after 100 iterations
## # weights: 560
## initial value 594.629416
## iter 10 value 229.421440
## iter 20 value 63.358934
## iter 30 value 36.553848
## iter 40 value 24.604865
## iter 50 value 19.407017
## iter 60 value 16.177063
## iter 70 value 14.482310
## iter 80 value 13.506513
## iter 90 value 12.671498
## iter 100 value 12.082967
## final value 12.082967
## stopped after 100 iterations
## # weights: 646
## initial value 719.741191
## iter 10 value 219.589796
## iter 20 value 46.815642
## iter 30 value 25.961615
## iter 40 value 18.606063
## iter 50 value 14.711446
## iter 60 value 13.090259
## iter 70 value 12.286109
## iter 80 value 11.739114
## iter 90 value 11.310019
## iter 100 value 10.934084
## final value 10.934084
## stopped after 100 iterations
## # weights: 732
## initial value 842.995056
## iter 10 value 224.784917
## iter 20 value 52.720818
## iter 30 value 33.450479
## iter 40 value 22.746794
## iter 50 value 17.708560
## iter 60 value 14.772484
## iter 70 value 12.697429
## iter 80 value 11.569190
## iter 90 value 10.853619
## iter 100 value 10.353224
## final value 10.353224
## stopped after 100 iterations
## # weights: 818
## initial value 446.863516
## iter 10 value 203.470197
## iter 20 value 39.659022
## iter 30 value 24.600688
## iter 40 value 16.457898
## iter 50 value 12.776819
## iter 60 value 11.342822
## iter 70 value 10.597548
## iter 80 value 10.144493
## iter 90 value 9.794230
## iter 100 value 9.548989
## final value 9.548989
## stopped after 100 iterations
## # weights: 44
## initial value 461.779379
## iter 10 value 344.469839
## iter 20 value 325.668535
## iter 30 value 321.682215
## iter 40 value 315.766517
## iter 50 value 310.476111
## iter 60 value 309.273643
## iter 70 value 308.989792
## iter 80 value 308.983334
## final value 308.983307
## converged
## # weights: 130
## initial value 582.856901
## iter 10 value 306.585573
## iter 20 value 241.508664
## iter 30 value 221.478491
## iter 40 value 210.212079
## iter 50 value 203.612193
## iter 60 value 197.498998
## iter 70 value 192.818406
## iter 80 value 187.013395
## iter 90 value 184.325474
## iter 100 value 183.200969
## final value 183.200969
## stopped after 100 iterations
## # weights: 216
## initial value 448.689495
## iter 10 value 275.706442
## iter 20 value 173.599521
## iter 30 value 145.542110
## iter 40 value 139.656139
## iter 50 value 134.687637
## iter 60 value 130.748004
## iter 70 value 127.866507
## iter 80 value 126.643333
## iter 90 value 124.278184
## iter 100 value 123.361101
## final value 123.361101
## stopped after 100 iterations
## # weights: 302
## initial value 439.512675
## iter 10 value 249.316273
## iter 20 value 151.110626
## iter 30 value 108.104500
## iter 40 value 89.902774
## iter 50 value 85.185562
## iter 60 value 83.961673
## iter 70 value 82.205963
## iter 80 value 81.503694
## iter 90 value 81.089943
## iter 100 value 80.832711
## final value 80.832711
## stopped after 100 iterations
## # weights: 388
## initial value 503.626856
## iter 10 value 267.741851
## iter 20 value 136.763271
## iter 30 value 86.093786
## iter 40 value 75.886524
## iter 50 value 68.827289
## iter 60 value 64.740164
## iter 70 value 61.677581
## iter 80 value 59.942146
## iter 90 value 55.747534
## iter 100 value 49.013757
## final value 49.013757
## stopped after 100 iterations
## # weights: 474
## initial value 676.951060
## iter 10 value 220.373363
## iter 20 value 73.849490
## iter 30 value 38.442557
## iter 40 value 28.622174
## iter 50 value 24.096044
## iter 60 value 19.367394
## iter 70 value 16.720512
## iter 80 value 15.359751
## iter 90 value 13.173300
## iter 100 value 11.667986
## final value 11.667986
## stopped after 100 iterations
## # weights: 560
## initial value 470.051307
## iter 10 value 240.032399
## iter 20 value 66.246473
## iter 30 value 22.777246
## iter 40 value 16.479837
## iter 50 value 13.874676
## iter 60 value 11.231275
## iter 70 value 9.557419
## iter 80 value 8.227208
## iter 90 value 7.165097
## iter 100 value 6.443917
## final value 6.443917
## stopped after 100 iterations
## # weights: 646
## initial value 468.800146
## iter 10 value 212.006718
## iter 20 value 41.471219
## iter 30 value 21.296593
## iter 40 value 14.319112
## iter 50 value 11.017738
## iter 60 value 9.068462
## iter 70 value 7.781498
## iter 80 value 6.845986
## iter 90 value 6.258202
## iter 100 value 5.840002
## final value 5.840002
## stopped after 100 iterations
## # weights: 732
## initial value 469.075441
## iter 10 value 225.015799
## iter 20 value 47.159224
## iter 30 value 18.727451
## iter 40 value 12.414972
## iter 50 value 9.325612
## iter 60 value 7.624620
## iter 70 value 6.490225
## iter 80 value 5.911493
## iter 90 value 5.484822
## iter 100 value 5.266276
## final value 5.266276
## stopped after 100 iterations
## # weights: 818
## initial value 458.456855
## iter 10 value 200.069573
## iter 20 value 31.899127
## iter 30 value 13.183056
## iter 40 value 10.122440
## iter 50 value 7.645800
## iter 60 value 6.208342
## iter 70 value 5.512966
## iter 80 value 5.140194
## iter 90 value 4.899424
## iter 100 value 4.750675
## final value 4.750675
## stopped after 100 iterations
## # weights: 44
## initial value 605.114031
## iter 10 value 348.612642
## iter 20 value 324.519438
## iter 30 value 317.402156
## iter 40 value 314.089842
## iter 50 value 304.241026
## iter 60 value 303.268586
## iter 70 value 303.234024
## iter 80 value 303.230397
## final value 303.230106
## converged
## # weights: 130
## initial value 560.045616
## iter 10 value 320.787097
## iter 20 value 259.756559
## iter 30 value 241.917526
## iter 40 value 237.591715
## iter 50 value 231.396880
## iter 60 value 227.106620
## iter 70 value 220.680566
## iter 80 value 218.113009
## iter 90 value 217.339761
## iter 100 value 216.268596
## final value 216.268596
## stopped after 100 iterations
## # weights: 216
## initial value 456.515042
## iter 10 value 260.264705
## iter 20 value 184.655395
## iter 30 value 159.437675
## iter 40 value 143.376058
## iter 50 value 138.210330
## iter 60 value 132.949385
## iter 70 value 131.702374
## iter 80 value 130.785784
## iter 90 value 130.250884
## iter 100 value 130.077612
## final value 130.077612
## stopped after 100 iterations
## # weights: 302
## initial value 501.418642
## iter 10 value 321.316481
## iter 20 value 238.719673
## iter 30 value 143.189701
## iter 40 value 112.621117
## iter 50 value 105.468592
## iter 60 value 101.301764
## iter 70 value 99.178575
## iter 80 value 95.980528
## iter 90 value 91.228971
## iter 100 value 89.162850
## final value 89.162850
## stopped after 100 iterations
## # weights: 388
## initial value 460.048280
## iter 10 value 239.302213
## iter 20 value 96.650051
## iter 30 value 45.577386
## iter 40 value 32.457499
## iter 50 value 27.843059
## iter 60 value 25.276190
## iter 70 value 23.420421
## iter 80 value 22.190085
## iter 90 value 21.163757
## iter 100 value 19.967940
## final value 19.967940
## stopped after 100 iterations
## # weights: 474
## initial value 609.176446
## iter 10 value 247.363601
## iter 20 value 84.847632
## iter 30 value 41.389964
## iter 40 value 25.844842
## iter 50 value 21.900267
## iter 60 value 17.390999
## iter 70 value 14.939192
## iter 80 value 13.191804
## iter 90 value 11.590057
## iter 100 value 9.726316
## final value 9.726316
## stopped after 100 iterations
## # weights: 560
## initial value 810.303932
## iter 10 value 222.953689
## iter 20 value 54.093697
## iter 30 value 21.811638
## iter 40 value 12.778932
## iter 50 value 9.549922
## iter 60 value 7.681985
## iter 70 value 6.687061
## iter 80 value 5.506887
## iter 90 value 4.722234
## iter 100 value 4.165659
## final value 4.165659
## stopped after 100 iterations
## # weights: 646
## initial value 464.921105
## iter 10 value 224.703254
## iter 20 value 35.044019
## iter 30 value 9.306400
## iter 40 value 6.846261
## iter 50 value 5.380348
## iter 60 value 4.428059
## iter 70 value 3.789845
## iter 80 value 3.413413
## iter 90 value 3.133204
## iter 100 value 2.963452
## final value 2.963452
## stopped after 100 iterations
## # weights: 732
## initial value 534.872794
## iter 10 value 195.824077
## iter 20 value 35.317232
## iter 30 value 8.694918
## iter 40 value 6.323713
## iter 50 value 4.650759
## iter 60 value 3.714411
## iter 70 value 3.198698
## iter 80 value 2.928483
## iter 90 value 2.777866
## iter 100 value 2.679417
## final value 2.679417
## stopped after 100 iterations
## # weights: 818
## initial value 576.861717
## iter 10 value 213.391698
## iter 20 value 37.660028
## iter 30 value 8.692687
## iter 40 value 6.112115
## iter 50 value 4.393716
## iter 60 value 3.545307
## iter 70 value 3.152552
## iter 80 value 2.919051
## iter 90 value 2.742561
## iter 100 value 2.607713
## final value 2.607713
## stopped after 100 iterations
## # weights: 44
## initial value 515.429338
## iter 10 value 353.091446
## iter 20 value 331.523488
## iter 30 value 323.840606
## iter 40 value 316.890676
## iter 50 value 314.257455
## iter 60 value 314.055567
## iter 70 value 314.039625
## iter 80 value 314.027584
## iter 90 value 314.010965
## iter 100 value 313.777291
## final value 313.777291
## stopped after 100 iterations
## # weights: 130
## initial value 752.937295
## iter 10 value 334.324356
## iter 20 value 270.054041
## iter 30 value 240.351617
## iter 40 value 225.627438
## iter 50 value 212.360264
## iter 60 value 208.521470
## iter 70 value 207.197557
## iter 80 value 205.963519
## iter 90 value 204.842644
## iter 100 value 204.558114
## final value 204.558114
## stopped after 100 iterations
## # weights: 216
## initial value 473.367814
## iter 10 value 296.605403
## iter 20 value 200.703513
## iter 30 value 159.245297
## iter 40 value 140.399787
## iter 50 value 135.125191
## iter 60 value 131.084058
## iter 70 value 129.632467
## iter 80 value 128.543910
## iter 90 value 128.142478
## iter 100 value 127.233743
## final value 127.233743
## stopped after 100 iterations
## # weights: 302
## initial value 604.649323
## iter 10 value 270.485342
## iter 20 value 151.955801
## iter 30 value 98.549084
## iter 40 value 86.073090
## iter 50 value 82.713536
## iter 60 value 79.173966
## iter 70 value 77.342715
## iter 80 value 76.020190
## iter 90 value 75.408620
## iter 100 value 72.901950
## final value 72.901950
## stopped after 100 iterations
## # weights: 388
## initial value 508.985367
## iter 10 value 279.126000
## iter 20 value 134.392323
## iter 30 value 93.155507
## iter 40 value 85.302198
## iter 50 value 79.374069
## iter 60 value 73.344869
## iter 70 value 71.861070
## iter 80 value 70.406272
## iter 90 value 69.325291
## iter 100 value 68.914503
## final value 68.914503
## stopped after 100 iterations
## # weights: 474
## initial value 816.543575
## iter 10 value 240.147974
## iter 20 value 73.032184
## iter 30 value 40.405498
## iter 40 value 27.776205
## iter 50 value 22.406148
## iter 60 value 17.004968
## iter 70 value 13.429656
## iter 80 value 11.702308
## iter 90 value 9.948914
## iter 100 value 8.097872
## final value 8.097872
## stopped after 100 iterations
## # weights: 560
## initial value 437.160623
## iter 10 value 221.549563
## iter 20 value 64.254152
## iter 30 value 18.138685
## iter 40 value 10.811095
## iter 50 value 8.557055
## iter 60 value 5.545174
## iter 70 value 4.212285
## iter 80 value 3.374610
## iter 90 value 2.862460
## iter 100 value 2.571858
## final value 2.571858
## stopped after 100 iterations
## # weights: 646
## initial value 551.298102
## iter 10 value 228.665215
## iter 20 value 55.909241
## iter 30 value 8.833685
## iter 40 value 4.977237
## iter 50 value 3.850098
## iter 60 value 3.261315
## iter 70 value 2.831583
## iter 80 value 2.544425
## iter 90 value 2.310796
## iter 100 value 2.152019
## final value 2.152019
## stopped after 100 iterations
## # weights: 732
## initial value 608.132431
## iter 10 value 212.953356
## iter 20 value 31.521189
## iter 30 value 8.337222
## iter 40 value 3.575541
## iter 50 value 2.876719
## iter 60 value 2.402556
## iter 70 value 2.099996
## iter 80 value 1.879886
## iter 90 value 1.733163
## iter 100 value 1.600370
## final value 1.600370
## stopped after 100 iterations
## # weights: 818
## initial value 512.864393
## iter 10 value 211.258146
## iter 20 value 33.211721
## iter 30 value 6.220818
## iter 40 value 3.155101
## iter 50 value 2.542804
## iter 60 value 2.120281
## iter 70 value 1.856754
## iter 80 value 1.698950
## iter 90 value 1.574899
## iter 100 value 1.472005
## final value 1.472005
## stopped after 100 iterations
## # weights: 44
## initial value 454.836886
## iter 10 value 321.924113
## iter 20 value 312.399085
## iter 30 value 300.007699
## iter 40 value 292.728147
## iter 50 value 292.408904
## iter 60 value 292.329374
## iter 70 value 292.314301
## iter 80 value 292.308904
## iter 90 value 292.307062
## iter 100 value 292.306827
## final value 292.306827
## stopped after 100 iterations
## # weights: 130
## initial value 493.967721
## iter 10 value 293.913911
## iter 20 value 241.845118
## iter 30 value 220.358777
## iter 40 value 217.202180
## iter 50 value 213.000532
## iter 60 value 208.363929
## iter 70 value 206.548621
## iter 80 value 206.279011
## iter 90 value 206.105308
## iter 100 value 206.000974
## final value 206.000974
## stopped after 100 iterations
## # weights: 216
## initial value 563.029953
## iter 10 value 282.342574
## iter 20 value 203.420868
## iter 30 value 160.806572
## iter 40 value 146.581812
## iter 50 value 142.007536
## iter 60 value 138.938594
## iter 70 value 136.010471
## iter 80 value 133.086196
## iter 90 value 131.177676
## iter 100 value 130.709124
## final value 130.709124
## stopped after 100 iterations
## # weights: 302
## initial value 461.523283
## iter 10 value 248.395462
## iter 20 value 130.586434
## iter 30 value 91.985691
## iter 40 value 62.272535
## iter 50 value 54.695569
## iter 60 value 47.712134
## iter 70 value 45.611757
## iter 80 value 44.952849
## iter 90 value 44.370479
## iter 100 value 43.944317
## final value 43.944317
## stopped after 100 iterations
## # weights: 388
## initial value 560.690562
## iter 10 value 237.612265
## iter 20 value 85.444151
## iter 30 value 43.554055
## iter 40 value 31.619647
## iter 50 value 23.940629
## iter 60 value 22.446621
## iter 70 value 20.393511
## iter 80 value 19.335847
## iter 90 value 18.180488
## iter 100 value 15.843124
## final value 15.843124
## stopped after 100 iterations
## # weights: 474
## initial value 476.907252
## iter 10 value 235.304070
## iter 20 value 90.146231
## iter 30 value 46.892970
## iter 40 value 37.013397
## iter 50 value 29.769408
## iter 60 value 28.264267
## iter 70 value 24.455817
## iter 80 value 20.198120
## iter 90 value 18.476757
## iter 100 value 17.573169
## final value 17.573169
## stopped after 100 iterations
## # weights: 560
## initial value 461.464484
## iter 10 value 208.699089
## iter 20 value 44.296184
## iter 30 value 12.577571
## iter 40 value 3.579060
## iter 50 value 2.532095
## iter 60 value 2.187825
## iter 70 value 1.948594
## iter 80 value 1.765556
## iter 90 value 1.543766
## iter 100 value 1.410296
## final value 1.410296
## stopped after 100 iterations
## # weights: 646
## initial value 500.350082
## iter 10 value 261.491616
## iter 20 value 51.005765
## iter 30 value 12.919359
## iter 40 value 4.120782
## iter 50 value 2.976753
## iter 60 value 2.468913
## iter 70 value 2.074351
## iter 80 value 1.778936
## iter 90 value 1.622579
## iter 100 value 1.467076
## final value 1.467076
## stopped after 100 iterations
## # weights: 732
## initial value 579.131999
## iter 10 value 203.976787
## iter 20 value 38.599939
## iter 30 value 3.583756
## iter 40 value 2.117806
## iter 50 value 1.828668
## iter 60 value 1.595722
## iter 70 value 1.418693
## iter 80 value 1.274866
## iter 90 value 1.162879
## iter 100 value 1.086893
## final value 1.086893
## stopped after 100 iterations
## # weights: 818
## initial value 860.169990
## iter 10 value 211.287916
## iter 20 value 25.942180
## iter 30 value 1.852844
## iter 40 value 1.311867
## iter 50 value 1.129657
## iter 60 value 0.983342
## iter 70 value 0.866275
## iter 80 value 0.788453
## iter 90 value 0.732290
## iter 100 value 0.688922
## final value 0.688922
## stopped after 100 iterations
## # weights: 44
## initial value 538.480029
## iter 10 value 342.399768
## iter 20 value 328.157490
## iter 30 value 319.865554
## iter 40 value 315.873034
## iter 50 value 311.386023
## iter 60 value 307.872507
## iter 70 value 303.303338
## iter 80 value 303.002477
## iter 90 value 302.927027
## iter 100 value 302.898172
## final value 302.898172
## stopped after 100 iterations
## # weights: 130
## initial value 462.865565
## iter 10 value 308.721756
## iter 20 value 261.203522
## iter 30 value 230.486971
## iter 40 value 219.072989
## iter 50 value 211.306329
## iter 60 value 210.399914
## iter 70 value 210.168613
## iter 80 value 209.944762
## iter 90 value 209.638471
## iter 100 value 209.508937
## final value 209.508937
## stopped after 100 iterations
## # weights: 216
## initial value 500.853022
## iter 10 value 256.338439
## iter 20 value 180.902364
## iter 30 value 134.419662
## iter 40 value 119.306583
## iter 50 value 112.798496
## iter 60 value 109.960689
## iter 70 value 107.943400
## iter 80 value 105.817262
## iter 90 value 105.396428
## iter 100 value 105.220858
## final value 105.220858
## stopped after 100 iterations
## # weights: 302
## initial value 574.822105
## iter 10 value 263.309759
## iter 20 value 145.167469
## iter 30 value 98.743717
## iter 40 value 81.657182
## iter 50 value 76.394001
## iter 60 value 72.786999
## iter 70 value 68.181461
## iter 80 value 66.140967
## iter 90 value 65.412112
## iter 100 value 64.980472
## final value 64.980472
## stopped after 100 iterations
## # weights: 388
## initial value 508.989252
## iter 10 value 255.480065
## iter 20 value 112.289976
## iter 30 value 57.672941
## iter 40 value 40.075750
## iter 50 value 34.306263
## iter 60 value 29.687509
## iter 70 value 27.148628
## iter 80 value 26.608231
## iter 90 value 24.943592
## iter 100 value 23.822328
## final value 23.822328
## stopped after 100 iterations
## # weights: 474
## initial value 617.847099
## iter 10 value 237.937027
## iter 20 value 84.585814
## iter 30 value 35.984198
## iter 40 value 21.141267
## iter 50 value 14.755933
## iter 60 value 9.131379
## iter 70 value 8.071973
## iter 80 value 7.796355
## iter 90 value 7.394957
## iter 100 value 6.587115
## final value 6.587115
## stopped after 100 iterations
## # weights: 560
## initial value 463.633823
## iter 10 value 234.897406
## iter 20 value 53.430071
## iter 30 value 14.225227
## iter 40 value 6.134876
## iter 50 value 3.893825
## iter 60 value 2.392900
## iter 70 value 1.644777
## iter 80 value 1.393805
## iter 90 value 1.293748
## iter 100 value 1.203759
## final value 1.203759
## stopped after 100 iterations
## # weights: 646
## initial value 615.552702
## iter 10 value 242.083951
## iter 20 value 43.496623
## iter 30 value 5.124516
## iter 40 value 1.595436
## iter 50 value 1.406659
## iter 60 value 1.279946
## iter 70 value 1.101297
## iter 80 value 0.962768
## iter 90 value 0.858256
## iter 100 value 0.767994
## final value 0.767994
## stopped after 100 iterations
## # weights: 732
## initial value 639.270902
## iter 10 value 223.514977
## iter 20 value 38.003566
## iter 30 value 6.724552
## iter 40 value 1.565471
## iter 50 value 1.258720
## iter 60 value 1.086856
## iter 70 value 0.950452
## iter 80 value 0.856219
## iter 90 value 0.781734
## iter 100 value 0.715719
## final value 0.715719
## stopped after 100 iterations
## # weights: 818
## initial value 521.189006
## iter 10 value 241.133760
## iter 20 value 23.757202
## iter 30 value 7.176521
## iter 40 value 3.743847
## iter 50 value 2.663991
## iter 60 value 2.351605
## iter 70 value 2.189665
## iter 80 value 2.039399
## iter 90 value 1.819560
## iter 100 value 1.615197
## final value 1.615197
## stopped after 100 iterations
## # weights: 818
## initial value 573.201517
## iter 10 value 273.244794
## iter 20 value 155.112950
## iter 30 value 111.265082
## iter 40 value 93.565308
## iter 50 value 85.786118
## iter 60 value 81.633021
## iter 70 value 78.203135
## iter 80 value 75.985048
## iter 90 value 74.535917
## iter 100 value 73.035871
## final value 73.035871
## stopped after 100 iterations
svmFit3
## Neural Network
##
## 800 samples
## 41 predictor
## 2 classes: 'Bad', 'Good'
##
## Pre-processing: centered (41), scaled (41)
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 720, 720, 720, 720, 720, 720, ...
## Resampling results across tuning parameters:
##
## size decay Accuracy Kappa
## 1 0.0000000000 0.66750 0.3178539
## 1 0.0001000000 0.66875 0.2848595
## 1 0.0002371374 0.66500 0.3078204
## 1 0.0005623413 0.65875 0.3067160
## 1 0.0013335214 0.67125 0.3240195
## 1 0.0031622777 0.66750 0.2987072
## 1 0.0074989421 0.67250 0.3040261
## 1 0.0177827941 0.66625 0.2804133
## 1 0.0421696503 0.69250 0.3492378
## 1 0.1000000000 0.71625 0.3665119
## 3 0.0000000000 0.70125 0.2928051
## 3 0.0001000000 0.70250 0.3131492
## 3 0.0002371374 0.69875 0.2854449
## 3 0.0005623413 0.69750 0.3143099
## 3 0.0013335214 0.70125 0.2729086
## 3 0.0031622777 0.71000 0.3257834
## 3 0.0074989421 0.68500 0.2512735
## 3 0.0177827941 0.72625 0.3423529
## 3 0.0421696503 0.70500 0.3042444
## 3 0.1000000000 0.71625 0.3281190
## 5 0.0000000000 0.69375 0.2672709
## 5 0.0001000000 0.71625 0.3247425
## 5 0.0002371374 0.69125 0.2600767
## 5 0.0005623413 0.70500 0.3004883
## 5 0.0013335214 0.70500 0.3037282
## 5 0.0031622777 0.68875 0.2599417
## 5 0.0074989421 0.70250 0.2990648
## 5 0.0177827941 0.71625 0.3433457
## 5 0.0421696503 0.69375 0.2802298
## 5 0.1000000000 0.69375 0.2756128
## 7 0.0000000000 0.69875 0.2912222
## 7 0.0001000000 0.70625 0.2992748
## 7 0.0002371374 0.70000 0.2842828
## 7 0.0005623413 0.72125 0.3342294
## 7 0.0013335214 0.69625 0.2822526
## 7 0.0031622777 0.72000 0.3294880
## 7 0.0074989421 0.68625 0.2569075
## 7 0.0177827941 0.70875 0.3161366
## 7 0.0421696503 0.71125 0.3071954
## 7 0.1000000000 0.69875 0.2721664
## 9 0.0000000000 0.69500 0.2730175
## 9 0.0001000000 0.71250 0.3212273
## 9 0.0002371374 0.68000 0.2420512
## 9 0.0005623413 0.69750 0.2846288
## 9 0.0013335214 0.70750 0.3034583
## 9 0.0031622777 0.72250 0.3439161
## 9 0.0074989421 0.70125 0.2954545
## 9 0.0177827941 0.69375 0.2612617
## 9 0.0421696503 0.71125 0.3049822
## 9 0.1000000000 0.71000 0.3065496
## 11 0.0000000000 0.69750 0.2802752
## 11 0.0001000000 0.70750 0.2875307
## 11 0.0002371374 0.70625 0.2970347
## 11 0.0005623413 0.70375 0.2774424
## 11 0.0013335214 0.71625 0.3244480
## 11 0.0031622777 0.69500 0.2669861
## 11 0.0074989421 0.72625 0.3490320
## 11 0.0177827941 0.70500 0.2869025
## 11 0.0421696503 0.70375 0.2881461
## 11 0.1000000000 0.70875 0.3039714
## 13 0.0000000000 0.70625 0.3063186
## 13 0.0001000000 0.70500 0.2962380
## 13 0.0002371374 0.70250 0.2810264
## 13 0.0005623413 0.70250 0.2837924
## 13 0.0013335214 0.69125 0.2583290
## 13 0.0031622777 0.68000 0.2361472
## 13 0.0074989421 0.70750 0.2768760
## 13 0.0177827941 0.72625 0.3162804
## 13 0.0421696503 0.70125 0.2638475
## 13 0.1000000000 0.73625 0.3584347
## 15 0.0000000000 0.69000 0.2693246
## 15 0.0001000000 0.71625 0.3120912
## 15 0.0002371374 0.71000 0.3205804
## 15 0.0005623413 0.69000 0.2553976
## 15 0.0013335214 0.71000 0.3027354
## 15 0.0031622777 0.72375 0.3240513
## 15 0.0074989421 0.71250 0.3020711
## 15 0.0177827941 0.73000 0.3274364
## 15 0.0421696503 0.73625 0.3612815
## 15 0.1000000000 0.73500 0.3424724
## 17 0.0000000000 0.70000 0.2883074
## 17 0.0001000000 0.68875 0.2441418
## 17 0.0002371374 0.69125 0.2659275
## 17 0.0005623413 0.70875 0.3049641
## 17 0.0013335214 0.69625 0.2695383
## 17 0.0031622777 0.71375 0.3165109
## 17 0.0074989421 0.71125 0.2931086
## 17 0.0177827941 0.70375 0.2875374
## 17 0.0421696503 0.75000 0.3876916
## 17 0.1000000000 0.73125 0.3422603
## 19 0.0000000000 0.70750 0.2950695
## 19 0.0001000000 0.71875 0.3100106
## 19 0.0002371374 0.69375 0.2651561
## 19 0.0005623413 0.70750 0.2713883
## 19 0.0013335214 0.71750 0.3193007
## 19 0.0031622777 0.72000 0.3182622
## 19 0.0074989421 0.73750 0.3694863
## 19 0.0177827941 0.72250 0.3184009
## 19 0.0421696503 0.73625 0.3646720
## 19 0.1000000000 0.75125 0.3819906
##
## Accuracy was used to select the optimal model using the largest value.
## The final values used for the model were size = 19 and decay = 0.1.
plot(svmFit3,scales=list(x=list(log=2)))
predictedProbs3<-predict(svmFit3,newdata=GermanCreditTest,
type="prob")
head(predictedProbs3)
## Bad Good
## 4 0.06722953 0.93277047
## 7 0.02374005 0.97625995
## 16 0.21857742 0.78142258
## 19 0.92675556 0.07324444
## 22 0.10666626 0.89333374
## 33 0.66815406 0.33184594