Math Problem Statement

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Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Transformations
Eigenvalues and Eigenvectors
System of Equations
Matrix Rank
Elementary Matrix Operations

Formulas

Eigenvalue equation: det(A - λI) = 0
Matrix rank determination using row reduction
Cayley-Hamilton theorem: A satisfies its characteristic equation

Theorems

Cayley-Hamilton Theorem
Eigenvalue Theorem
Matrix Rank Theorem

Suitable Grade Level

College-level Mathematics (Advanced Undergraduate)