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Solving Sparse Integer Linear Systems (2006)

Abstract
We propose a new algorithm to solve sparse linear systems of equations over the integers. This algorithm is based on a $p$-adic lifting technique combined with the use of block matrices with structured blocks. It achieves a sub-cubic complexity in terms of machine operations subject to a conjecture on the effectiveness of certain sparse projections. A LinBox-based implementation of this algorithm is demonstrated, and emphasizes the practical benefits of this new method over the previous state of the art.

Publication details
Download http://hal.archives-ouvertes.fr/hal-00021456/en/
Source http://hal.archives-ouvertes.fr/docs/00/06/33/73/PDF/eggsv.pdf
Publisher HAL - CCSd - CNRS
Contributors Giorgi Pascal
Repository CCSd/HAL : e-articles server (based on gBUS) (France)
Keywords Computer Science/Symbolic Computation
Language Englisch
Coverage Sparse integer matrix; linear system solving; structured matrix