A Preconditioner for Fictitious Domain Formulations of Elliptic PDEs on Uncertain Parameterized Domains

被引:2
作者
Gordon, Andrew [1 ]
Powell, Catherine E. [1 ]
机构
[1] Univ Manchester, Sch Math, Oxford Rd, Manchester M13 9PL, Lancs, England
来源
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION | 2014年 / 2卷 / 01期
基金
英国工程与自然科学研究理事会;
关键词
mixed finite elements; saddle point problems; stochastic collocation; random domains; algebraic multigrid; preconditioning;
D O I
10.1137/130924202
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We consider the numerical solution of elliptic boundary-value problems on uncertain two-dimensional domains via the fictitious domain method. This leads to variational problems of saddle point form. Working under the standard assumption that the domain can be described by a finite number of independent random variables, discretization is achieved by a stochastic collocation mixed finite element method. We focus on the efficient iterative solution of the resulting sequence of indefinite linear systems and introduce a novel and efficient preconditioner for use with the minimal residual method. The challenging task is to construct a matrix that provides a robust approximation to a discrete representation of a trace space norm on a parameterized boundary.
引用
收藏
页码:622 / 646
页数:25
相关论文
共 29 条