期刊
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
卷 166, 期 1, 页码 209-219出版社
ELSEVIER
DOI: 10.1016/j.cam.2003.09.028
关键词
fractional derivative; Fokker-Planck equation; alpha-stable densities; Levy motion; heavy-tailed motions
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 alpha-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 alpha 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 Grunwald-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 Levy motion with alpha-stable densities. We will show that the numerical method of SFFPE is able to more accurately model these heavy-tailed motions. (C) 2003 Elsevier B.V. All rights reserved.
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