Numerical techniques for solving system of nonlinear inverse problem

In this paper, based on the cubic B-spline finite element (CBSFE) and the radial basis functions (RBFs) methods, the inverse problems of finding the nonlinear source term for system of reaction–diffusion equations are studied. The approach of the proposed methods are to approximate unknown coefficie...

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Veröffentlicht in:Engineering with computers 2018-07, Vol.34 (3), p.487-502
Hauptverfasser: Pourgholi, Reza, Tabasi, S. Hashem, Zeidabadi, Hamed
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, based on the cubic B-spline finite element (CBSFE) and the radial basis functions (RBFs) methods, the inverse problems of finding the nonlinear source term for system of reaction–diffusion equations are studied. The approach of the proposed methods are to approximate unknown coefficients by a polynomial function whose coefficients are determined from the solution of minimization problem based on the overspecified data. In fact, this work considers a comparative study between the cubic B-spline finite element method and radial basis functions method. The stability and convergence analysis for these problems are investigated and some examples are given to illustrate the results.
ISSN:0177-0667
1435-5663
DOI:10.1007/s00366-017-0554-6