Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Eigenvalues
Eigenvectors
Diagonalization

Formulas

Characteristic equation: det(A - λI) = 0
Eigenvector equation: (A - λI)v = 0

Theorems

Spectral theorem for symmetric matrices
Diagonalization theorem

Suitable Grade Level

University-level Mathematics