A cubic algorithm for computing the Hermite normal form of a nonsingular integer matrix

September 21, 2022 Β· Declared Dead Β· πŸ› ACM Trans. Algorithms

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Authors Stavros Birmpilis, George Labahn, Arne Storjohann arXiv ID 2209.10685 Category cs.DS: Data Structures & Algorithms Cross-listed cs.SC Citations 2 Venue ACM Trans. Algorithms Last Checked 4 months ago
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 $c_1 (\log n)^{c_2} (\log \log ||A||)^{c_3}$ for positive real constants $c_1,c_2,c_3$.
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