A Cubic Algorithm for Computing the Hermite Normal Form of a Nonsingular Integer Matrix

Author:

Birmpilis Stavros1ORCID,Labahn George1ORCID,Storjohann Arne1ORCID

Affiliation:

1. University of Waterloo, Canada

Abstract

A Las Vegas randomized algorithm is given to compute the Hermite normal form of a nonsingular integer matrix A of dimension n . The algorithm uses quadratic integer multiplication and cubic matrix multiplication and has running time bounded by O(n 3 (log n + log ||A||) 2 (log n ) 2 ) bit operations, where || A ||= max ij | A ij | denotes the largest entry of A in absolute value. A variant of the algorithm that uses pseudo-linear integer multiplication is given that has running time (n 3 log || A ||) 1+ o (1) bit operations, where the exponent “ + o (1)” captures additional factors c 1 (log n ) c2 (loglog|| A ||) c3 for positive real constants c 1 ,c 2 ,c 3 .

Publisher

Association for Computing Machinery (ACM)

Subject

Mathematics (miscellaneous)

Reference27 articles.

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4. B. Beckermann , G. Labahn , and G. Villard . 1999. Shifted normal forms of polynomial matrices . In Proceedings of the International Symposium on Symbolic and Algebraic Computation (ISSAC’99) , S. Dooley (Ed.). ACM Press, New York, 189–196. B. Beckermann, G. Labahn, and G. Villard. 1999. Shifted normal forms of polynomial matrices. In Proceedings of the International Symposium on Symbolic and Algebraic Computation (ISSAC’99), S. Dooley (Ed.). ACM Press, New York, 189–196.

5. S. Birmpilis , G. Labahn , and A. Storjohann . 2020. A Las Vegas algorithm for computing the Smith form of a nonsingular integer matrix . In Proceedings International Symposium on Symbolic and Algebraic Computation: ISSAC’20 , New York, NY, USA, ACM, 38–45. S. Birmpilis, G. Labahn, and A. Storjohann. 2020. A Las Vegas algorithm for computing the Smith form of a nonsingular integer matrix. In Proceedings International Symposium on Symbolic and Algebraic Computation: ISSAC’20, New York, NY, USA, ACM, 38–45.

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