Exit-problem for a class of non-Markov processes with path dependency
Abstract
We study the exit-time of a self-interacting diffusion from an open domain . In particular, we consider the equation We are interested in the small-noise () behaviour of the exit-time from the potentials' domain of attraction. In this work rather weak assumptions on the potentials and , and on the domain are considered. In particular, we do not assume nor to be either convex or concave, which covers a wide range of self-attracting and self-repelling stochastic processes possibly moving in a complex multi-well landscape. The Large Deviation Principle for the Self-interacting diffusion with generalized initial conditions is established. The main result of the paper states that, under some assumptions on the potentials and , and on the domain , the Kramers' type law for the exit-time holds. Finally, we provide a result concerning the exit-location of the diffusion.
Keywords
Cite
@article{arxiv.2306.08706,
title = {Exit-problem for a class of non-Markov processes with path dependency},
author = {Ashot Aleksian and Aline Kurtzmann and Julian Tugaut},
journal= {arXiv preprint arXiv:2306.08706},
year = {2025}
}