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
Link To Document :
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