Math Problem Statement

investigate for maxima and minima (c) x 2 + 3xy + y 2 + x 3 + y 3 (d) x 2 + 4xy + 4y 2 + x 3 + 2x 2 y + y 4

Solution

To investigate the maxima and minima of the given functions, we need to:

  1. Compute the partial derivatives with respect to xx and yy.
  2. Solve the equations fx=0\frac{\partial f}{\partial x} = 0 and fy=0\frac{\partial f}{\partial y} = 0 simultaneously to find critical points.
  3. Use the second partial derivative test to classify each critical point as a maximum, minimum, or saddle point.

(c) f(x,y)=x2+3xy+y2+x3+y3f(x, y) = x^2 + 3xy + y^2 + x^3 + y^3

  1. First partial derivatives: fx=2x+3y+3x2\frac{\partial f}{\partial x} = 2x + 3y + 3x^2 fy=3x+2y+3y2\frac{\partial f}{\partial y} = 3x + 2y + 3y^2

  2. Solve fx=0\frac{\partial f}{\partial x} = 0 and fy=0\frac{\partial f}{\partial y} = 0 simultaneously: 2x + 3y + 3x^2 = 0 \tag{1} 3x + 2y + 3y^2 = 0 \tag{2}

    From these equations, find critical points. These are nonlinear and may require numerical methods or substitution.

  3. Second partial derivatives: fxx=2+6x,fyy=2+6y,fxy=3f_{xx} = 2 + 6x, \quad f_{yy} = 2 + 6y, \quad f_{xy} = 3

    Hessian determinant: H=fxxfyy(fxy)2=(2+6x)(2+6y)9H = f_{xx}f_{yy} - (f_{xy})^2 = (2 + 6x)(2 + 6y) - 9

    Analyze HH at each critical point to classify them.


(d) f(x,y)=x2+4xy+4y2+x3+2x2y+y4f(x, y) = x^2 + 4xy + 4y^2 + x^3 + 2x^2y + y^4

  1. First partial derivatives: fx=2x+4y+3x2+4xy\frac{\partial f}{\partial x} = 2x + 4y + 3x^2 + 4xy fy=4x+8y+2x2+4y3\frac{\partial f}{\partial y} = 4x + 8y + 2x^2 + 4y^3

  2. Solve fx=0\frac{\partial f}{\partial x} = 0 and fy=0\frac{\partial f}{\partial y} = 0 simultaneously: 2x + 4y + 3x^2 + 4xy = 0 \tag{3} 4x + 8y + 2x^2 + 4y^3 = 0 \tag{4}

    Again, find critical points using substitution or numerical methods.

  3. Second partial derivatives: fxx=2+6x+4y,fyy=8+12y2,fxy=4+4xf_{xx} = 2 + 6x + 4y, \quad f_{yy} = 8 + 12y^2, \quad f_{xy} = 4 + 4x

    Hessian determinant: H=fxxfyy(fxy)2=(2+6x+4y)(8+12y2)(4+4x)2H = f_{xx}f_{yy} - (f_{xy})^2 = (2 + 6x + 4y)(8 + 12y^2) - (4 + 4x)^2

    Evaluate HH at each critical point to classify them.


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Math Problem Analysis

Mathematical Concepts

Calculus
Partial Derivatives
Critical Points
Hessian Determinant

Formulas

Partial derivatives: ∂f/∂x and ∂f/∂y
Critical points: Solve ∂f/∂x = 0 and ∂f/∂y = 0
Hessian determinant: H = f_xx * f_yy - (f_xy)^2

Theorems

Second Partial Derivative Test

Suitable Grade Level

Undergraduate (Calculus I/II)