English

Exit-problem for a class of non-Markov processes with path dependency

Probability 2025-02-04 v2

Abstract

We study the exit-time of a self-interacting diffusion from an open domain GRdG \subset \mathbb{R}^d. In particular, we consider the equation dXt=(V(Xt)+1t0tF(XtXs)ds)dt+σdWt.d{X_t} = - \left( \nabla V(X_t) + \frac{1}{t}\int_0^t\nabla F (X_t - X_s)d{s} \right) d{t} + \sigma d{W_t}. We are interested in the small-noise (σ0\sigma \to 0) behaviour of the exit-time from the potentials' domain of attraction. In this work rather weak assumptions on the potentials VV and FF, and on the domain GG are considered. In particular, we do not assume VV nor FF 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 VV and FF, and on the domain GG, 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}
}
R2 v1 2026-06-28T11:05:21.444Z