{"title":"用 Cayley-Hamilton 定理评估矩阵幂级数","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":"{\"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}","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}
Evaluating matrix power series with the Cayley-Hamilton theorem
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.