{"title":"计算非奇异整矩阵Hermite范式的三次算法","authors":"Stavros Birmpilis, G. Labahn, A. Storjohann","doi":"10.1145/3617996","DOIUrl":null,"url":null,"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(n3(log n + log ||A||)2(log n)2) bit operations, where ||A|| = max ij|Aij| 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 (n3log ||A||)1 + o(1) bit operations, where the exponent `` + o(1)′′ captures additional factors \\(c_1 (\\log n)^{c_2} (\\rm {loglog} ||A||)^{c_3} \\) for positive real constants c1, c2, c3.","PeriodicalId":50922,"journal":{"name":"ACM Transactions on Algorithms","volume":"1 1","pages":""},"PeriodicalIF":0.9000,"publicationDate":"2022-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Cubic Algorithm for Computing the Hermite Normal Form of a Nonsingular Integer Matrix\",\"authors\":\"Stavros Birmpilis, G. Labahn, A. Storjohann\",\"doi\":\"10.1145/3617996\",\"DOIUrl\":null,\"url\":null,\"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(n3(log n + log ||A||)2(log n)2) bit operations, where ||A|| = max ij|Aij| 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 (n3log ||A||)1 + o(1) bit operations, where the exponent `` + o(1)′′ captures additional factors \\\\(c_1 (\\\\log n)^{c_2} (\\\\rm {loglog} ||A||)^{c_3} \\\\) for positive real constants c1, c2, c3.\",\"PeriodicalId\":50922,\"journal\":{\"name\":\"ACM Transactions on Algorithms\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2022-09-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACM Transactions on Algorithms\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1145/3617996\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, THEORY & METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM Transactions on Algorithms","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1145/3617996","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, THEORY & METHODS","Score":null,"Total":0}
A Cubic Algorithm for Computing the Hermite Normal Form of a Nonsingular Integer Matrix
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(n3(log n + log ||A||)2(log n)2) bit operations, where ||A|| = max ij|Aij| 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 (n3log ||A||)1 + o(1) bit operations, where the exponent `` + o(1)′′ captures additional factors \(c_1 (\log n)^{c_2} (\rm {loglog} ||A||)^{c_3} \) for positive real constants c1, c2, c3.
期刊介绍:
ACM Transactions on Algorithms welcomes submissions of original research of the highest quality dealing with algorithms that are inherently discrete and finite, and having mathematical content in a natural way, either in the objective or in the analysis. Most welcome are new algorithms and data structures, new and improved analyses, and complexity results. Specific areas of computation covered by the journal include
combinatorial searches and objects;
counting;
discrete optimization and approximation;
randomization and quantum computation;
parallel and distributed computation;
algorithms for
graphs,
geometry,
arithmetic,
number theory,
strings;
on-line analysis;
cryptography;
coding;
data compression;
learning algorithms;
methods of algorithmic analysis;
discrete algorithms for application areas such as
biology,
economics,
game theory,
communication,
computer systems and architecture,
hardware design,
scientific computing