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The Local Kansa’s Method For Solving Equation

Posted on:2016-05-04Degree:MasterType:Thesis
Country:ChinaCandidate:J Y YangFull Text:PDF
GTID:2180330470480964Subject:Mathematics
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In this paper, we present the local Kansa’s method using radial basis functions (RBFs) to solve Berger equation which is a fourth order partial differential equation. To overcome the difficulty of solving higher order differential equations using RBF methods, we split the give equation into two second order partial differential equations. Furthermore, we use Matern function and normalized MQ as basis functions and make a comparison between the two radial basis functions in terms of accuracy and stability. LOOCV (Leave-One-Out-Cross-Validation) is used to find a good shape parameter of MQ and Matern function. To demonstrate the effectiveness of the Kansa’s method for solving Berger equation, three examples are given.
Keywords/Search Tags:Berger equation, RBF collocation methods, Matern function, MQ, shape parameter, Kansa’s method, local Kansa’s method, Leave-One-Out-Cross- Vaildation
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