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Journal of Computational and Applied Mathematics
Volume 166, Issue 1, 1 April 2004, Pages 209-219
Proceedings of the International Conference on Boundary and Interior Layers - Computational and Asymptotic Methods
 
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doi:10.1016/j.cam.2003.09.028    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2003 Elsevier B.V. All rights reserved.

Numerical solution of the space fractional Fokker–Planck equation*1

F. Liu Corresponding Author Contact Information, E-mail The Corresponding Author, a, b, V. Anh E-mail The Corresponding Author, b and I. Turner E-mail The Corresponding Author, b

a Department of Mathematics, Xiamen University, Xiamen 361005, China b School of Mathematical Sciences, Queensland University of Technology, GPO Box 2434, Brisbane, Qld. 4001, Australia

Received 13 August 2002; 
Revised 1 April 2003. 
Available online 9 December 2003.

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Abstract

The traditional second-order Fokker–Planck equation may not adequately describe the movement of solute in an aquifer because of large deviation from the dynamics of Brownian motion. Densities of α-stable type have been used to describe the probability distribution of these motions. The resulting governing equation of these motions is similar to the traditional Fokker–Planck equation except that the order α of the highest derivative is fractional.

In this paper, a space fractional Fokker–Planck equation (SFFPE) with instantaneous source is considered. A numerical scheme for solving SFFPE is presented. Using the Riemann–Liouville and Grünwald–Letnikov definitions of fractional derivatives, the SFFPE is transformed into a system of ordinary differential equations (ODE). Then the ODE system is solved by a method of lines. Numerical results for SFFPE with a constant diffusion coefficient are evaluated for comparison with the known analytical solution. The numerical approximation of SFFPE with a time-dependent diffusion coefficient is also used to simulate Lévy motion with α-stable densities. We will show that the numerical method of SFFPE is able to more accurately model these heavy-tailed motions.

Author Keywords: Author Keywords: Fractional derivative; Fokker–Planck equation; α-stable densities; Lévy motion; Heavy-tailed motions

45.10.Hj; 02.60.Cb; 02.70.−c; 02.90.+p

Article Outline

1. Introduction
2. Statement of the problem
3. Numerical techniques in evaluating the space-fractional derivative
4. Method of lines
5. Results and discussion
6. Conclusions
References






Journal of Computational and Applied Mathematics
Volume 166, Issue 1, 1 April 2004, Pages 209-219
Proceedings of the International Conference on Boundary and Interior Layers - Computational and Asymptotic Methods
 
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