A restricted additive Schwarz preconditioner for general sparse linear systems

被引:423
作者
Cai, XC [1 ]
Sarkis, M
机构
[1] Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USA
[2] Worcester Polytech Inst, Dept Math Sci, Worcester, MA 01609 USA
关键词
overlapping domain decomposition; preconditioner; iterative method; sparse matrix;
D O I
10.1137/S106482759732678X
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We introduce some cheaper and faster variants of the classical additive Schwarz preconditioner (AS) for general sparse linear systems and show, by numerical examples, that the new methods are superior to AS in terms of both iteration counts and CPU time, as well as the communication cost when implemented on distributed memory computers. This is especially true for harder problems such as indefinite complex linear systems and systems of convection-diffusion equations from three-dimensional compressible flows. Both sequential and parallel results are reported.
引用
收藏
页码:792 / 797
页数:6
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