Math Problem Statement
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Solution
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Math Problem Analysis
Mathematical Concepts
Multivariable Calculus
Critical Points
Partial Derivatives
Hessian Matrix
Saddle Points
Formulas
First-order partial derivatives f_x and f_y
Second-order partial derivatives f_xx, f_yy, f_xy
Hessian determinant D = f_xx f_yy - (f_xy)^2
Theorems
Classification of critical points using second-order partial derivatives
Suitable Grade Level
Undergraduate (Calculus III or Multivariable Calculus)
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