## Math Problem Statement

## Solution

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## Math Problem Analysis

### Mathematical Concepts

Linear Algebra

Matrices

Eigenvalues

Eigenvectors

Determinants

### Formulas

Eigenvalue equation: A * v = λ * v

Determinant formula: det(A) = λ1 * λ2

Trace formula: Tr(A) = sum of eigenvalues

### Theorems

Eigenvalue Theorem

Spectral Theorem

Properties of Determinants

### Suitable Grade Level

University Level (Linear Algebra Course)

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