The eigen values of a diagonal matrix is
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Recall that a diagonal matrix is a square η×η matrix with non-zero entries only along the diagonal from the under left to the lower right (the main diagonal). coincide with the diagonal entries {aii} and the eigenvector corresponding the eigenvalue aii is just the ith coordinate vector.
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