Radial basis functions method for nonlinear time- and space-fractional Fokker-Planck equation
عنوان مقاله: Radial basis functions method for nonlinear time- and space-fractional Fokker-Planck equation
شناسه ملی مقاله: JR_CMDE-9-4_014
منتشر شده در در سال 1400
شناسه ملی مقاله: JR_CMDE-9-4_014
منتشر شده در در سال 1400
مشخصات نویسندگان مقاله:
Behnam Sepehrian - Department of Mathematics, Faculty of Science, Arak University, Arak ۳۸۱۵۶-۸-۸۳۴۹, Iran.
Zahra Shamohammadi - Department of Mathematics, Faculty of Science, Arak University, Arak ۳۸۱۵۶-۸-۸۳۴۹, Iran.
خلاصه مقاله:
Behnam Sepehrian - Department of Mathematics, Faculty of Science, Arak University, Arak ۳۸۱۵۶-۸-۸۳۴۹, Iran.
Zahra Shamohammadi - Department of Mathematics, Faculty of Science, Arak University, Arak ۳۸۱۵۶-۸-۸۳۴۹, 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 [۶], 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 ۴ − α where α is the order of time derivative.
کلمات کلیدی: Fokker-Planck equation, Fractional derivative, Newton method, Radial basis functions
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1597903/