An. Drozdov et Jj. Brey, ACCURATE PATH-INTEGRAL REPRESENTATIONS OF THE FOKKER-PLANCK EQUATION WITH A LINEAR REFERENCE SYSTEM - COMPARATIVE-STUDY OF CURRENT THEORIES, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 57(1), 1998, pp. 146-158
This paper presents an application of new discrete path integral solut
ions recently introduced for Fokker-Planck dynamics with the aim to co
mpare their relative efficacy in giving precise numerical results. The
basic idea used in the derivation of these solutions is to model a co
mplex Fokker-Planck equation with a general drift coefficient by a lin
ear (Ornstein-Uhlenbeck) process, which is solved exactly, and to then
employ an iterative technique to quantify what is missing from the re
ference description. We reexamine and analyze two different approaches
to realize the above strategy. These are an operator decoupling techn
ique and a power series expansion method. Both approaches allow one to
construct higher-order propagators valid to any desired precision in
a time increment tau. Their use in a path integral means that many few
er time steps N are required to achieve a given accuracy for a given n
et increment t=N tau. Our comparison also includes results from standa
rd path integral representations. The relative efficacy of the various
different methods is illustrated by means of two problems, namely, th
e dynamics of an overdamped Brownian particle in a potential field and
the Kramers model of chemical reaction. The former process can be mod
eled by a one-dimensional Fokker-Planck equation for the position coor
dinate only, while the latter is governed by a two-dimensional Fokker-
Planck equation where the relaxation over velocity is taken into accou
nt. The numerical applications clearly demonstrate that the new repres
entations are superior in the sense that they yield much more accurate
results with less computational effort than the best alternative path
integral method now in use.