Efficient iterative algorithms for the stochastic finite element method with application to acoustic scattering
Title | Efficient iterative algorithms for the stochastic finite element method with application to acoustic scattering |
Publication Type | Journal Articles |
Year of Publication | 2005 |
Authors | Elman H, Ernst OG, O’Leary DP, Stewart M |
Journal | Computer Methods in Applied Mechanics and Engineering |
Volume | 194 |
Issue | 9–11 |
Pagination | 1037 - 1055 |
Date Published | 2005/03/18/ |
ISBN Number | 0045-7825 |
Keywords | 01, 28, 60, finite element, multigrid, Multiple right-hand side, Scattering, Stochastic |
Abstract | In this study, we describe the algebraic computations required to implement the stochastic finite element method for solving problems in which uncertainty is restricted to right-hand side data coming from forcing functions or boundary conditions. We show that the solution can be represented in a compact outer product form which leads to efficiencies in both work and storage, and we demonstrate that block iterative methods for algebraic systems with multiple right-hand sides can be used to advantage to compute this solution. We also show how to generate a variety of statistical quantities from the computed solution. Finally, we examine the behavior of these statistical quantities in one setting derived from a model of acoustic scattering. |
URL | http://www.sciencedirect.com/science/article/pii/S0045782504003123 |
DOI | 10.1016/j.cma.2004.06.028 |