Radial basis functions method for nonlinear time- and space-fractional Fokker-Planck equation

Document Type : Research Paper


Department of Mathematics, Faculty of Science, Arak University, Arak 38156-8-8349, Iran.


In this study, a radial basis functions (RBFs) method for solving nonlinear timeand space-fractional Fokker-Planck equation is presented. The time-fractional derivative is of the Caputo type, and the space-fractional derivatives are considered in the sense of Caputo or Riemann-Liouville. The Caputo and Riemann-Liouville fractional derivatives of RBFs are computed and utilized for approximating the spatial fractional derivatives of the unknown function. Also, in each time step, the time-fractional derivative is approximated by the high order formulas introduced in [6], and then a collocation method is applied. The centers of RBFs are chosen as suitable collocation points. Thus, in each time step, the computations of fractional Fokker-Planck equation are reduced to a nonlinear system of algebraic equations. Several numerical examples are included to demonstrate the applicability, accuracy, and stability of the method. Numerical experiments show that the experimental order of convergence is 4 − α where α is the order of time derivative.


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Volume 9, Issue 4
October 2021
Pages 1128-1147
  • Receive Date: 02 November 2019
  • Revise Date: 17 October 2020
  • Accept Date: 17 November 2020
  • First Publish Date: 02 January 2021