Diagonalization of a real symmetric matrix is also called spectral decomposition, or Schur Decomposition. Given a square symmetric matrix , the matrix can be factorized into two matrices and . Matrix is an orthogonal matrix . Matrix is a diagonal matrix . Spectral decomposition is matrix factorization because we can multiply the matrices to get back the original matrix .
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