Title
Analysis of the GCR method with mixed precision arithmetic using QuPAT
Abstract
Abstract To verify computation results of double precision arithmetic, a high precision arithmetic environment is needed. However, it is difficult to use high precision arithmetic in ordinary computing environments without any special hardware or libraries. Hence, we designed the quadruple precision arithmetic environment QuPAT on Scilab to satisfy the following requirements: (i) to enable programs to be written simply using quadruple precision arithmetic; (ii) to enable the use of both double and quadruple precision arithmetic at the same time; (iii) to be independent of any hardware and operating systems. To confirm the effectiveness of QuPAT, we applied the GCR method for ill-conditioned matrices and focused on the scalar parameters α and β in GCR, partially using DD arithmetic. We found that the use of DD arithmetic only for β leads to almost the same results as when DD arithmetic is used for all computations. We conclude that QuPAT is an excellent interactive tool for using double precision and DD arithmetic at the same time.
Year
DOI
Venue
2012
10.1016/j.jocs.2011.05.001
Journal of Computational Science
Keywords
Field
DocType
Quadruple precision arithmetic,Mixed precision,The GCR method
Quadruple-precision floating-point format,Matrix (mathematics),Computer science,Arbitrary-precision arithmetic,Double-precision floating-point format,Scalar (physics),Algorithm,Arithmetic,Theoretical computer science,Saturation arithmetic,Extended precision,Computation
Journal
Volume
Issue
ISSN
3
3
1877-7503
Citations 
PageRank 
References 
4
0.82
1
Authors
3
Name
Order
Citations
PageRank
Tsubasa Saito1134.04
Emiko Ishiwata2349.71
Hidehiko Hasegawa3275.83