Math Problem Statement

  1. f(x, y) = 1 3 x 3 − 3x 2 + y 2 4 + xy + 13x − y + 2

  2. f(x, y, z) = x 3 − 2x 2 + y 2 + z 2 − 2xy + xz − yz + 3z

  3. f(x, y) = x 3 + y 5 − 3x − 10y + 4

  4. f(x, y) = 1 3 x 3 − x − 1 3 y 3 + y

  5. f(x, y) = 2x 3 + 4y 2 − 2y 4 − 6x

  6. f(x, y, z) = x 2 y − yez + 2x + z

  7. f(x, y) = − 1 2 xy + 2 x − 1 y

  8. f(x, y) = (x 2 − y 2 )e −(x 2+y 2 )/2

  9. f(x, y) = e −(x 2+y 2 ) (x 2 + 2y 2 )

Solution

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Math Problem Analysis

Mathematical Concepts

Multivariable Calculus
Partial Derivatives
Polynomial Functions
Exponential Functions
Critical Points
Gradient and Hessian Matrices

Formulas

Partial Derivative Formulas: ∂f/∂x, ∂f/∂y, ∂f/∂z
Gradient: ∇f = (∂f/∂x, ∂f/∂y, ∂f/∂z)
Hessian Matrix: Second partial derivatives of f

Theorems

Critical Point Theorem
Second Derivative Test
Chain Rule for Multivariable Functions

Suitable Grade Level

Undergraduate Mathematics (Calculus II/III)