Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Quadratic Forms
Orthogonal Transformation
Eigenvalues and Eigenvectors

Formulas

Q = x^T A x
A = orthogonal P^T D P, where D is diagonal
Eigenvalues of A give the canonical form

Theorems

Orthogonal Diagonalization Theorem
Rank-Nullity Theorem
Sylvester's Law of Inertia

Suitable Grade Level

Undergraduate (Linear Algebra Course)