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We know $n\times n$ symmetric matrix has $n$ real eigenvalues, but I just wondering whether there are some non symmetric matrix which is $M^*M = MM^*$

Ben Grossmann
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bsdshell
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2 Answers2

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Yes, there are many. We call these types of matrices normal matrices. Two instances of these types of matrices are symmetric matrices and antisymmetric matrices.

When dealing with matrices with complex entries, the criteria change and we talk about whether a matrix is Hermitian or anti-Hermitian.

Ben Grossmann
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Such matrices are called normal and are, among other things, characterized by being orthonormally diagonalizable, which means that their eigenvectors can be chosen in a way to form an orthonormal basis of the vector space.

Typical examples are Hermitian (or, in real case, symmetric), skew-Hermitian (or, in real case, skew-symmetric), and unitary (or, in real case, orthogonal) matrices.

Vedran Šego
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