Math Problem Statement
Solution
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Diagonalization
Eigenvalues and Eigenvectors
Rational Form
Jordan Canonical Form
Formulas
Characteristic Polynomial: det(A - λI) = 0
Eigenvector Equation: (A - λI)v = 0
Matrix Diagonalization: P^{-1}AP = D
Theorems
Cayley-Hamilton Theorem
Spectral Theorem (for diagonalization)
Jordan Canonical Form Theorem
Suitable Grade Level
Undergraduate Linear Algebra
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