The exit-time problem for a Markov jump process
Abstract
The purpose of this paper is to consider the exit-time problem for a finite-range Markov jump process, i.e, the distance the particle can jump is bounded independent of its location. Such jump diffusions are expedient models for anomalous transport exhibiting super-diffusion or nonstandard normal diffusion. We refer to the associated deterministic equation as a volume-constrained nonlocal diffusion equation. The volume constraint is the nonlocal analogue of a boundary condition necessary to demonstrate that the nonlocal diffusion equation is well-posed and is consistent with the jump process. A critical aspect of the analysis is a variational formulation and a recently developed nonlocal vector calculus. This calculus allows us to pose nonlocal backward and forward Kolmogorov equations, the former equation granting the various moments of the exit-time distribution.
Cite
@article{arxiv.1411.1817,
title = {The exit-time problem for a Markov jump process},
author = {Nathanial Burch and Marta D'Elia and R. B. Lehoucq},
journal= {arXiv preprint arXiv:1411.1817},
year = {2015}
}
Comments
15 pages, 7 figures