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Method of fundamental solutions: singular value decomposition analysis
139
Citations
12
References
2002
Year
Spectral TheoryNumerical AnalysisSource MethodMethod Of Fundamental SolutionEngineeringNumerical ComputationFundamental SolutionsSingularly Perturbed ProblemCoefficient MatrixInverse ProblemsNumerical TreatmentSource PointsNumerical MethodsBoundary Element MethodNumerical Method For Partial Differential Equation
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.
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