RBF Based Localized Method for Solving Nonlinear Partial Integro-Differential Equations
In this work, a numerical scheme is constructed for solving nonlinear parabolic-type partial-integro differential equations. The proposed numerical scheme is based on radial basis functions which are local in nature like finite difference numerical schemes. The radial basis functions are used to app...
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Veröffentlicht in: | Computer modeling in engineering & sciences 2020-01, Vol.123 (3), p.955-970 |
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Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | In this work, a numerical scheme is constructed for solving nonlinear parabolic-type partial-integro differential equations. The proposed numerical scheme is based on radial basis functions which are local in nature like finite difference numerical schemes. The radial basis functions
are used to approximate the derivatives involved and the integral is approximated by equal width integration rule. The resultant differentiation matrices are sparse in nature. After spatial approximation using RBF the partial integro-differential equations reduce to the system of ODEs. Then
ODEs system can be solved by various types of ODE solvers. The proposed numerical scheme is tested and compared with other methods available in literature for different test problems. The stability and convergence of the present numerical scheme are discussed. |
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ISSN: | 1526-1492 1526-1506 1526-1506 |
DOI: | 10.32604/cmes.2020.08911 |