International Journal for Numerical Methods in Engineering · 1994 · 13 citations · 13 references
ComputingComputer ScienceAlgorithmsComputational MechanicsFinite Element MethodsBoundary Element MethodsConvergence AnalysisIterative SolversMatrix ComputationNumerical AlgorithmsNumerical Methods For Differential EquationsBoundary Element ModelingBoundary Integral Equation FormulationsBoundary Integral EquationsConvergenceDifferential Equation SolversIterative Methods For Linear Systems
Abstract In this paper an iterative scheme of first order is developed for the purpose of solving linear systems of equations. In particular, systems that are derived from boundary integral equations are investigated. The iterative schemes to be considered are of the form Ex ( k +1) = Dx ( k ) + d , where E and D are square matrices. It will be assumed that E is a lower matrix, i.e. the coefficients above the central diagonal are zero. It will be shown that by considering matrix D embedded in a vector space and reducing its size with respect to a chosen metric, that convergence rates can be substantially improved. Equation ordering and parameter matrices are used to reduce the magnitude of D . A number of examples are tested to illustrate the importance of the choice of metric, equation ordering and the parameter matrix. Computation times are determined for both the iterative procedure and Gauss elimination indicating the usefulness of iteration which can be orders of magnitude faster.
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Stéphane Crépey, Olivier Guéant, David Hobson et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2011 · 10.2K citations
Choice Reviews Online · 2008 · 1.1K citations