Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Quadratic Forms
Matrix Diagonalization
Orthogonal Transformation

Formulas

Quadratic form: Q(x1, x2, x3) = [x1, x2, x3] A [x1, x2, x3]^T
Matrix diagonalization: A = P^T D P
Eigenvalues and eigenvectors

Theorems

Spectral Theorem for symmetric matrices
Rank-Nullity Theorem

Suitable Grade Level

University Level (Advanced Linear Algebra)