Numerical experiments of preconditioned Krylov subspace methods solving the dense non-symmetric systems arising from BEM

被引:31
作者
Xiao, Hong [1 ]
Chen, Zejun [1 ]
机构
[1] Yanshan Univ, Coll Mech Engn, Qinhuangdao 066004, Peoples R China
基金
中国国家自然科学基金;
关键词
Krylov subspace method; preconditioner; dense non-symmetric matrix; boundary element method; eigenvalue;
D O I
10.1016/j.enganabound.2007.04.005
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Discretization of boundary integral equations leads, in general, to fully populated non-symmetric linear systems of equations. An inherent drawback of boundary element method (BEM) is that, the non-symmetric dense linear systems must be solved. For large-scale problems, the direct methods require expensive computational cost and therefore the iterative methods are perhaps more preferable. This paper studies the comparative performances of preconditioned Krylov subspace solvers as bi-conjugate gradient (Bi-CG), generalized minimal residual (GMRES), conjugate gradient squared (CGS), quasi-minimal residual (QMR) and bi-conjugate gradient stabilized (Bi-CGStab) for the solution of dense non-symmetric systems. Several general preconditioners are also considered and assessed. The results of numerical experiments suggest that the preconditioned Krylov subspace methods are effective approaches solving the large-scale dense non-symmetric linear systems arising from BEM. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1013 / 1023
页数:11
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