Title of article
A new investigation into regularization techniques for the method of fundamental solutions Original Research Article
Author/Authors
Ji Lin، نويسنده , , Wen Chen، نويسنده , , Fuzhang Wang، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
9
From page
1144
To page
1152
Abstract
This study examines different regularization approaches to investigate the solution stability of the method of fundamental solutions (MFS). We compare three regularization methods in conjunction with two different regularization parameters to find the optimal stable MFS scheme. Meanwhile, we have investigated the relationship among the condition number, the effective condition number, and the MFS solution accuracy. Numerical results show that the damped singular value decomposition under the parameter choice of the generalized cross-validation performs the best in terms of the MFS stability analysis. We also find that the condition number is a superior criterion to the effective condition number.
Keywords
Regularization parameter , Effective condition number , Method of fundamental solutions , Regularization technique
Journal title
Mathematics and Computers in Simulation
Serial Year
2011
Journal title
Mathematics and Computers in Simulation
Record number
855072
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