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The golden section search algorithm for finding a good shape parameter for meshless collocation methods

delete2010-08-01
delete105
PRE
AI
C
Cheng-Ying Tsai
J
Joseph Kolibal
M
Ming Li *
DOI:10.1016/j.enganabound.2010.03.003delete
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Abstract

Abstract

En 中文
In this paper we propose to apply the golden section search algorithm to determining a good shape parameter of multiquadrics (MQ) for the solution of partial differential equations. We use two radial basis function based meshless collocation methods, the method of approximate particular solutions (MAPS) and Kansas method, to solve partial differential equations. Due to the severely ill-conditioned matrix system using MQ we also consider the truncated singular value decomposition method (TSVD) to regularize the smoothness of the error versus shape parameter curve so that a reasonably good shape parameter can be identified. We also analyze cost and accuracy for using LU decomposition and TSVD. Numerical results show that the proposed golden section search method is effective and provides a reasonable shape parameter along with acceptable accuracy of the solution. (C) 2010 Elsevier Ltd. All rights reserved.
Keywords:
RBF
Meshless methods
Golden section search
Shape parameter
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Engineering Analysis with Boundary Elements cover
Engineering Analysis with Boundary Elements
IF:
4.1
Papers:
5.9K
Citations:
9.4K

Organization

C
City University of Hong Kong
Scholars:
2.3W
Papers: 3.0W
Citations: 6.1W
U
University of Southern Mississippi
Scholars:
2.2K
Papers: 2.0K
Citations: 3.6K
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