A unified approach for the solution of the Fokker-Planck equation

Authors
Citation
Gw. Wei, A unified approach for the solution of the Fokker-Planck equation, J PHYS A, 33(27), 2000, pp. 4935-4953
Citations number
50
Categorie Soggetti
Physics
Journal title
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL
ISSN journal
03054470 → ACNP
Volume
33
Issue
27
Year of publication
2000
Pages
4935 - 4953
Database
ISI
SICI code
0305-4470(20000714)33:27<4935:AUAFTS>2.0.ZU;2-Z
Abstract
This paper explores the use of a discrete singular convolution algorithm as a unified approach for numerical integration of the Fokker-Planck equation . The unified features of the discrete singular convolution algorithm are d iscussed. It is demonstrated that different implementations of the present algorithm, such as global, local, Galerkin, collocation and finite differen ce, can be deduced from a single starting point. Three benchmark stochastic systems, the repulsive Wong process, the Black-Scholes equation and a genu ine nonlinear model, are employed to illustrate the robustness and to test the accuracy of the present approach for the solution of the Fokker-Planck equation via a time-dependent method. An additional example, the incompress ible Euler equation, is used to further validate the present approach for m ore difficult problems. Numerical results indicate that the present unified approach is robust and accurate for solving the Fokker-Planck equation.