Find \(f_x, f_y, f_{xx}, f_{yy}, f_{xy}, \:and\: f_{yx}\)
Function: \[ \begin{aligned} f(x, y) &= x^2y + 3x^2+4y-5 \end{aligned} \]
\[ \begin{aligned} f_x = 2xy + 6x \end{aligned} \]
Using R
library(calculus)
# define function
f <- expression((x**2)*y + 3*x**2 + 4*y - 5)
# partial derivative in respect to x
fx <- D(f, 'x')
print(fx)
## 2 * x * y + 3 * (2 * x)
\[ \begin{aligned} f_y = x^2 + 4 \end{aligned} \]
Using R
fy <- D(f, 'y')
print(fy)
## (x^2) + 4
\[ \begin{aligned} f_{xx} = 2y + 6 \end{aligned} \]
Using R
# partial derivative in respect to x
fxx <- D(fx, 'x')
print(fxx)
## 2 * y + 3 * 2
\[ \begin{aligned} f_{yy} = 0 \end{aligned} \]
Using R
fyy <- D(fy, 'y')
print(fyy)
## [1] 0
\[ \begin{aligned} f_{xy} = 2x \end{aligned} \]
Using R
fxy <- D(fx, 'y')
print(fxy)
## 2 * x
\[ \begin{aligned} f_{yx} = 2x \end{aligned} \]
Using R
fyx <- D(fy, 'x')
print(fyx)
## 2 * x