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The asymptotic complexity of matrix reduction over finite fields

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arxiv 1406.5826 v1 pith:CGFZBZBQ submitted 2014-06-23 cs.DS cs.CCmath.CO

classification cs.DScs.CCmath.CO
keywords operationsalgorithmasymptoticallyeliminationmatricesmatrixfracalmost
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Consider an invertible n \times n matrix over some field. The Gauss-Jordan elimination reduces this matrix to the identity matrix using at most n^2 row operations and in general that many operations might be needed. In [1] the authors considered matrices in GL(n;q), the set of n \times n invertible matrices in the finite field of q elements, and provided an algorithm using only row operations which performs asymptotically better than the Gauss-Jordan elimination. More specifically their `striped elimination algorithm' has asymptotic complexity \frac{n^2}{\log_q{n}}. Furthermore they proved that up to a constant factor this algorithm is best possible as almost all matrices in GL(n;g) need asymptotically at least \frac{n^2}{2\log_q{n}} operations. In this short note we show that the `striped elimination algorithm' is asymptotically optimal by proving that almost all matrices in GL(n;q) need asymptotically at least frac{n^2}{\log_q{n}} operations.

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    quant-ph 2026-01 conditional novelty 6.0 of 10

    A new variational quantum eigensolver ansatz combines subspace-selected superpositions with diagonal Walsh operators to prepare CI wavefunctions, demonstrated on molecules.

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