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Proof of Eigen value of real Symmetric matrix is real
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A nxn symmetric matrix A not only has a nice structure, but it also satisfies the following: A has exactly n (not necessarily distinct) eigenvalues. There exists a set of n eigenvectors, one for each eigenvalue, that are mututally orthogonal.
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