Math Problem Statement

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Solution

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Math Problem Analysis

Mathematical Concepts

Lagrange Multipliers
Eigenvector
Matrix Equations
Partial Derivatives

Formulas

Lagrange multiplier equation: ∂x_k/∂p_i - (λ/∂p_i) = 0
Matrix representation of U_ij terms
Summation (Σ) over matrix terms for constraint equations

Theorems

Lagrange Multiplier Method
Eigenvalue Theorem

Suitable Grade Level

University (Advanced Mathematics or Multivariable Calculus)