An RRQR factorization or rank-revealing QR factorization is a matrix decomposition algorithm based on the QR factorization which can be used to determine the rank of a matrix.
[1] The singular value decomposition can be used to generate an RRQR, but it is not an efficient method to do so.
[2] An RRQR implementation is available in MATLAB.
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