A meshfree method for numerical solution of KdV equation

Abstract This paper formulates a meshfree radial basis functions (RBFs) collocation (Kansa) method for the numerical solution of the Korteweg-de Vries (KdV) equation. The accuracy of the method is assessed in terms of the errors in L∞, L2 and root mean square (RMS), number of nodes in the domain of influence, parameter-dependent RBFs time and spatial steps length. This approach has an edge over the traditional methods such as finite-difference and finite-element methods because it does not require a mesh to discretize the problem domain, and a set of scattered nodes in the domain of influence provided by initial data is required for the realization of the method. Numerical experiments demonstrate the accuracy and robustness of the method when applied to complicated nonlinear partial differential equations. In this work, three test problems are studied.

[1]  E. Kansa,et al.  Exponential convergence and H‐c multiquadric collocation method for partial differential equations , 2003 .

[2]  R. Franke Scattered data interpolation: tests of some methods , 1982 .

[3]  E. Kansa Multiquadrics—A scattered data approximation scheme with applications to computational fluid-dynamics—I surface approximations and partial derivative estimates , 1990 .

[4]  C. S. Gardner,et al.  Method for solving the Korteweg-deVries equation , 1967 .

[5]  Kwok Fai Cheung,et al.  Multiquadric Solution for Shallow Water Equations , 1999 .

[6]  C. S. Chen,et al.  On the use of boundary conditions for variational formulations arising in financial mathematics , 2001, Appl. Math. Comput..

[7]  L. Schumaker,et al.  Surface Fitting and Multiresolution Methods , 1997 .

[8]  Mehdi Dehghan,et al.  A numerical method for KdV equation using collocation and radial basis functions , 2007 .

[9]  R. L. Hardy Multiquadric equations of topography and other irregular surfaces , 1971 .

[10]  R. E. Carlson,et al.  The parameter R2 in multiquadric interpolation , 1991 .

[11]  M. Helal,et al.  A comparison between two different methods for solving KdV–Burgers equation , 2006 .

[12]  Benny Y. C. Hon,et al.  An efficient numerical scheme for Burgers' equation , 1998, Appl. Math. Comput..

[13]  Selçuk Kutluay,et al.  An analytical-numerical method for solving the Korteweg-de Vries equation , 2005, Appl. Math. Comput..

[14]  Zhenya Yan New compacton-like and solitary patterns-like solutions to nonlinear wave equations with linear dispersion terms , 2006 .

[15]  E. N. Aksan,et al.  Numerical solution of Korteweg-de Vries equation by Galerkin B-spline finite element method , 2006, Appl. Math. Comput..

[16]  Xiangzheng Li,et al.  A sub-ODE method for finding exact solutions of a generalized KdV–mKdV equation with high-order nonlinear terms , 2007 .

[17]  Ching-Shyang Chen,et al.  A numerical method for heat transfer problems using collocation and radial basis functions , 1998 .

[18]  Turabi Geyikli,et al.  An application for a modified KdV equation by the decomposition method and finite element method , 2005, Appl. Math. Comput..

[19]  E. Kansa,et al.  Circumventing the ill-conditioning problem with multiquadric radial basis functions: Applications to elliptic partial differential equations , 2000 .

[20]  Selçuk Kutluay,et al.  A small time solutions for the Korteweg-de Vries equation , 2000, Appl. Math. Comput..

[21]  M. E. Alexander,et al.  Galerkin methods applied to some model equations for non-linear dispersive waves , 1979 .

[22]  Gopal Das,et al.  Response to “Comment on ‘A new mathematical approach for finding the solitary waves in dusty plasma’ ” [Phys. Plasmas 6, 4392 (1999)] , 1999 .

[23]  A. Refik Bahadir Exponential finite-difference method applied to Korteweg-de Vries equation for small times , 2005, Appl. Math. Comput..