Method of fundamental solutions: singular value decomposition analysis
- 30 September 2002
- journal article
- research article
- Published by Wiley in Communications in Numerical Methods in Engineering
- Vol. 18 (11) , 789-801
Abstract
The method of fundamental solutions (also known as the singularity or the source method) is a useful technique for solving linear partial differential equations such as the Laplace or the Helmholtz equation. The procedure involves only boundary collocation or boundary fitting and hence is a very fast procedure for the solution of these classes of problems. The resulting coefficient matrix, is however ill‐conditioned and hence the solution accuracy is sensitive to the location of the source points. In this paper, an alternative solution procedure based on the singular value decomposition of the coefficient matrix is suggested and it is shown that the numerical results are extremely accurate (often within machine precision) and relatively independent of the location of the source points. Copyright © 2002 John Wiley & Sons, Ltd.Keywords
This publication has 9 references indexed in Scilit:
- The method of fundamental solutions for linear diffusion-reaction equationsMathematical and Computer Modelling, 2000
- A Particular Solution Trefftz Method for Non-linear Poisson Problems in Heat and Mass TransferJournal of Computational Physics, 1999
- A MESH-FREE METHOD FOR LINEAR DIFFUSION EQUATIONSNumerical Heat Transfer, Part B: Fundamentals, 1998
- Numerical Linear Algebra1997
- The method of fundamental solutions for non‐linear thermal explosionsCommunications in Numerical Methods in Engineering, 1995
- On the numerical stability of the method of fundamental solution applied to the Dirichlet problemJapan Journal of Applied Mathematics, 1988
- Trefftz method: Fitting boundary conditionsInternational Journal for Numerical Methods in Engineering, 1987
- The method of fundamental solutions for the numerical solution of the biharmonic equationJournal of Computational Physics, 1987
- Boundary Element Techniques1984