We are asked to find the gradient vector and the equation of the tangent plane of a given function $f(x, y)$ at a given point $p$. We will solve problem number 11. The function is $f(x, y) = x^2y - xy^2$ and the point is $p = (-2, 3)$.

AnalysisMultivariable CalculusPartial DerivativesGradient VectorTangent Plane
2025/4/28

1. Problem Description

We are asked to find the gradient vector and the equation of the tangent plane of a given function f(x,y)f(x, y) at a given point pp. We will solve problem number
1

1. The function is $f(x, y) = x^2y - xy^2$ and the point is $p = (-2, 3)$.

2. Solution Steps

First, we need to find the gradient vector of f(x,y)f(x, y), which is given by f(x,y)=fx,fy\nabla f(x, y) = \langle f_x, f_y \rangle, where fxf_x and fyf_y are the partial derivatives of ff with respect to xx and yy, respectively.
f(x,y)=x2yxy2f(x, y) = x^2y - xy^2
fx=fx=2xyy2f_x = \frac{\partial f}{\partial x} = 2xy - y^2
fy=fy=x22xyf_y = \frac{\partial f}{\partial y} = x^2 - 2xy
Now we evaluate the gradient vector at the point p=(2,3)p = (-2, 3):
fx(2,3)=2(2)(3)(3)2=129=21f_x(-2, 3) = 2(-2)(3) - (3)^2 = -12 - 9 = -21
fy(2,3)=(2)22(2)(3)=4+12=16f_y(-2, 3) = (-2)^2 - 2(-2)(3) = 4 + 12 = 16
So, the gradient vector at pp is f(2,3)=21,16\nabla f(-2, 3) = \langle -21, 16 \rangle.
Next, we find the value of the function at the point pp:
f(2,3)=(2)2(3)(2)(3)2=(4)(3)(2)(9)=12+18=30f(-2, 3) = (-2)^2(3) - (-2)(3)^2 = (4)(3) - (-2)(9) = 12 + 18 = 30
Now, we find the equation of the tangent plane. The equation of the tangent plane to the surface z=f(x,y)z = f(x, y) at the point (x0,y0)(x_0, y_0) is given by:
zf(x0,y0)=fx(x0,y0)(xx0)+fy(x0,y0)(yy0)z - f(x_0, y_0) = f_x(x_0, y_0)(x - x_0) + f_y(x_0, y_0)(y - y_0)
In our case, (x0,y0)=(2,3)(x_0, y_0) = (-2, 3) and f(2,3)=30f(-2, 3) = 30.
z30=21(x(2))+16(y3)z - 30 = -21(x - (-2)) + 16(y - 3)
z30=21(x+2)+16(y3)z - 30 = -21(x + 2) + 16(y - 3)
z30=21x42+16y48z - 30 = -21x - 42 + 16y - 48
z=21x+16y4248+30z = -21x + 16y - 42 - 48 + 30
z=21x+16y60z = -21x + 16y - 60
The equation of the tangent plane is 21x16y+z+60=021x - 16y + z + 60 = 0.

3. Final Answer

The gradient vector at p=(2,3)p = (-2, 3) is 21,16\langle -21, 16 \rangle.
The equation of the tangent plane is z=21x+16y60z = -21x + 16y - 60 or 21x16y+z+60=021x - 16y + z + 60 = 0.

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