Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Modular Arithmetic
Matrix Determinants
Eigenvalues and Eigenvectors

Formulas

Determinant of a 2x2 matrix: det(A) = ad - bc
Trace of a matrix: trace(A) = sum of eigenvalues

Theorems

Cayley-Hamilton Theorem
Properties of Matrices under Modular Arithmetic

Suitable Grade Level

Undergraduate