DocumentCode
1867791
Title
Mixed precision iterative refinement techniques for the WZ factorization
Author
Bylina, Beata ; Bylina, Jaroslaw
Author_Institution
Inst. of Math., Marie Curie-Sklodowska Univ., Lublin, Poland
fYear
2013
fDate
8-11 Sept. 2013
Firstpage
425
Lastpage
431
Abstract
The aim of the paper is to analyze the potential of the mixed precision iterative refinement technique for the WZ factorization. We design and implement a mixed precision iterative refinement algorithm for the WZ factorization with the use of the single (a.k.a. float), double and long double precision. For random dense square matrices with the dominant diagonal we report the performance and the speedup of the solvers using different machines and we investigate the accuracy of obtained solutions. Additionally, the results (performance, speedup and accuracy) for our mixed precision implementation based on the WZ factorization were compared to the similar ones based on the LU factorization.
Keywords
iterative methods; matrix decomposition; LU factorization; WZ factorization; float precision; long double precision; mixed precision iterative refinement techniques; random dense square matrices; single precision;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Systems (FedCSIS), 2013 Federated Conference on
Conference_Location
Krako??w
Type
conf
Filename
6644036
Link To Document