Numerical Solution of the Time-Fractional Fokker-Planck Equation with General Forcing

We study two schemes for a time-fractional Fokker-Planck equation with space- and time-dependent forcing in one space dimension. The first scheme is continuous in time and is discretized in space using a piecewise-linear Galerkin finite element method. The second is continuous in space and employs a time-stepping procedure similar to the classical implicit Euler method. We show that the space discretization is second-order accurate in the spatial $L_2$-norm, uniformly in time, whereas the corresponding error for the time-stepping scheme is $O(k^\alpha)$ for a uniform time step $k$, where $\alpha\in(1/2,1)$ is the fractional diffusion parameter. In numerical experiments using a combined, fully-discrete method, we observe convergence behaviour consistent with these results.

[1]  Weihua Deng,et al.  Numerical algorithm for the time fractional Fokker-Planck equation , 2007, J. Comput. Phys..

[2]  Mingrong Cui,et al.  Compact exponential scheme for the time fractional convection-diffusion reaction equation with variable coefficients , 2015, J. Comput. Phys..

[3]  Xuenian Cao,et al.  Numerical Method for The Time Fractional Fokker-Planck Equation , 2012 .

[4]  M. Dehghan,et al.  The Sinc-Legendre collocation method for a class of fractional convection-diffusion equations with variable coefficients , 2012 .

[5]  Yingjun Jiang A new analysis of stability and convergence for finite difference schemes solving the time fractional Fokker–Planck equation , 2015 .

[6]  Fawang Liu,et al.  Finite difference approximations for the fractional Fokker–Planck equation , 2009 .

[7]  William McLean,et al.  Time-stepping error bounds for fractional diffusion problems with non-smooth initial data , 2014, J. Comput. Phys..

[8]  P Hänggi,et al.  Use and abuse of a fractional Fokker-Planck dynamics for time-dependent driving. , 2007, Physical review letters.

[9]  Ralf Metzler,et al.  Deriving fractional Fokker-Planck equations from a generalised master equation , 1999 .

[10]  W. McLean Regularity of solutions to a time-fractional diffusion equation , 2010 .

[11]  Yong-sheng Ding,et al.  A generalized Gronwall inequality and its application to a fractional differential equation , 2007 .

[12]  B. Henry,et al.  Fractional Fokker-Planck equations for subdiffusion with space- and time-dependent forces. , 2010, Physical review letters.

[13]  Zhibo Wang,et al.  A high order compact finite difference scheme for time fractional Fokker-Planck equations , 2015, Appl. Math. Lett..

[14]  Christopher Angstmann,et al.  Generalized Continuous Time Random Walks, Master Equations, and Fractional Fokker-Planck Equations , 2015, SIAM J. Appl. Math..

[15]  D. Schötzau,et al.  Well-posedness of hp-version discontinuous Galerkin methods for fractional diffusion wave equations , 2014 .

[16]  William McLean,et al.  Convergence analysis of a discontinuous Galerkin method for a sub-diffusion equation , 2009, Numerical Algorithms.

[17]  Leigh C. Becker Resolvents and solutions of weakly singular linear Volterra integral equations , 2011 .

[18]  Da Xu,et al.  A backward euler orthogonal spline collocation method for the time‐fractional Fokker–Planck equation , 2015 .