{"title":"Evaluating matrix power series with the Cayley-Hamilton theorem","authors":"Tobias Rindlisbacher","doi":"arxiv-2404.07704","DOIUrl":null,"url":null,"abstract":"The Cayley-Hamilton theorem is used to implement an iterative process for the\nefficient numerical computation of matrix power series and their differentials.\nIn addition to straight-forward applications in lattice gauge theory\nsimulations e.g. to reduce the computational cost of smearing, the method can\nalso be used to simplify the evaluation of SU(N) one-link integrals or the\ncomputation of SU(N) matrix logarithms.","PeriodicalId":501191,"journal":{"name":"arXiv - PHYS - High Energy Physics - Lattice","volume":"440 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - High Energy Physics - Lattice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2404.07704","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The Cayley-Hamilton theorem is used to implement an iterative process for the
efficient numerical computation of matrix power series and their differentials.
In addition to straight-forward applications in lattice gauge theory
simulations e.g. to reduce the computational cost of smearing, the method can
also be used to simplify the evaluation of SU(N) one-link integrals or the
computation of SU(N) matrix logarithms.