作者
Anthony T. Chronopoulos, Charles D. Swanson
发表日期
1996/8/31
期刊
Parallel Computing
卷号
22
期号
5
页码范围
623-641
出版商
North-Holland
简介
GCR (Generalized Conjugate Residual) and Omin (Orthomin) are iterative methods for approximating the solution of unsymmetric linear systems. The S-step generalization of these methods has been derived and studied in past work. The S-step methods exhibit improved convergence properties. Also, their data locality and parallel properties are enhanced by forming blocks of s search direction vectors. However, s is limited (to s ≤ 5) by numerical stability considerations. The following new contributions are described in this article. The Modified Gram-Schmidt method is used to ATA-orthogonalize the s direction vectors within each S-step block. It is empirically shown that use of values of s, up to s = 16, preserves the numerical stability of the new iterative methods. Finally, the new S-step Omin, implemented on the CRAY C90, attained an execution rate greater than 10 Gflops (Billion Floating Point Operations per sec).
引用总数
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学术搜索中的文章
CD Swanson, AT Chronopoulos - … of Minnesota Supercomputer Institute Research Report …, 1994