Langevin equation with super-heavy-tailed noise
Abstract
We extend the Langevin approach to a class of driving noises whose generating processes have independent increments with super-heavy-tailed distributions. The time-dependent generalized Fokker-Planck equation that corresponds to the first-order Langevin equation driven by such a noise is derived and solved exactly. This noise generates two probabilistic states of the system, survived and absorbed, that are equivalent to those for a classical particle in an absorbing medium. The connection between the rate of absorption and the super-heavy-tailed distribution of the increments is established analytically. A numerical scheme for the simulation of the Langevin equation with super-heavy-tailed noise is developed and used to verify our theoretical results.
Keywords
Cite
@article{arxiv.1003.1406,
title = {Langevin equation with super-heavy-tailed noise},
author = {S. I. Denisov and H. Kantz and P. Hänggi},
journal= {arXiv preprint arXiv:1003.1406},
year = {2010}
}
Comments
12 pages, 3 figures