What are the eigenvalues of a real symmetric matrix?
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The Spectral Theorem states that if A is an n × n symmetric matrix with real entries, then it has n orthogonal eigenvectors. The first step of the proof is to show that all the roots of the characteristic polynomial of A (i.e. the eigenvalues of A) are real numbers.
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