The symmetric orthogonalization, which is obtained from the polar decomposition of a matrix, is optimal. We propose an iterative algorithm to compute this orthogonalization on vector computers. It is especially efficient when the original matrix is near an orthonormal matrix.
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Bernard Philippe (1987) studied this question.
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