Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrices
Eigenvalues
Rank of a Matrix
Trace of a Matrix

Formulas

Trace(A) = sum of eigenvalues of A
Rank condition for full rank

Theorems

Properties of Hermitian matrices
Matrix rank and eigenvalue conditions

Suitable Grade Level

Undergraduate