Update 2024-07-24-Simultaneous-Matrix-Diagonalization.md

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+title: Simultaneous Matrix Diagonalization
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 -A matrix is diagonalizable if it has full set of eignevectors i.e. an n x n eigenvector has n linearly independent eignevectors.
 -A group of matrices are simultaneouly diagnonalizable if they are individually diagonalizable and mutually commute.
 - The shift operator and its anjoint commute with ciruclant matrices. Rather it can be said that a matrix is circulant iff it communtes with the shift operator