{"title":"排名1和排名2更新的户主QR变换的时间比较","authors":"T. Rolfe","doi":"10.1145/122272.122275","DOIUrl":null,"url":null,"abstract":"The Householder QR transformation using rank-1 updates and the transformation using rank-2 updates are both O(N3) with the same cubic coefficient. While the rank-1 implementation has the smaller quadratic coefficient, the rank-2 implementation in practice is the faster algorithm, the amount of speed-up varying with the computer. This speed-up is not purely the result of replacing SAXPY operations with double GAXPY ones.","PeriodicalId":177516,"journal":{"name":"ACM Signum Newsletter","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1990-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Timing comparisons of the householder QR transformations with rank-1 and rank-2 updates\",\"authors\":\"T. Rolfe\",\"doi\":\"10.1145/122272.122275\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The Householder QR transformation using rank-1 updates and the transformation using rank-2 updates are both O(N3) with the same cubic coefficient. While the rank-1 implementation has the smaller quadratic coefficient, the rank-2 implementation in practice is the faster algorithm, the amount of speed-up varying with the computer. This speed-up is not purely the result of replacing SAXPY operations with double GAXPY ones.\",\"PeriodicalId\":177516,\"journal\":{\"name\":\"ACM Signum Newsletter\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1990-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACM Signum Newsletter\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/122272.122275\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM Signum Newsletter","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/122272.122275","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Timing comparisons of the householder QR transformations with rank-1 and rank-2 updates
The Householder QR transformation using rank-1 updates and the transformation using rank-2 updates are both O(N3) with the same cubic coefficient. While the rank-1 implementation has the smaller quadratic coefficient, the rank-2 implementation in practice is the faster algorithm, the amount of speed-up varying with the computer. This speed-up is not purely the result of replacing SAXPY operations with double GAXPY ones.