Exact sampling and fast mixing of Activated Random Walk
Probability
2024-10-29 v3 Statistical Mechanics
Abstract
Activated Random Walk (ARW) is an interacting particle system on the -dimensional lattice . On a finite subset it defines a Markov chain on . We prove that when is a Euclidean ball intersected with , the mixing time of the ARW Markov chain is at most times the volume of the ball. The proof uses an exact sampling algorithm for the stationary distribution, a coupling with internal DLA, and an upper bound on the time when internal DLA fills the entire ball. We conjecture cutoff at time times the volume of the ball, where is the limiting density of the stationary state.
Keywords
Cite
@article{arxiv.2110.14008,
title = {Exact sampling and fast mixing of Activated Random Walk},
author = {Lionel Levine and Feng Liang},
journal= {arXiv preprint arXiv:2110.14008},
year = {2024}
}
Comments
v3: final version for Electronic Journal of Probability