English

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 dd-dimensional lattice Zd\mathbb{Z}^d. On a finite subset VZdV \subset \mathbb{Z}^d it defines a Markov chain on {0,1}V\{0,1\}^V. We prove that when VV is a Euclidean ball intersected with Zd\mathbb{Z}^d, the mixing time of the ARW Markov chain is at most 1+o(1)1+o(1) 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 ζ\zeta times the volume of the ball, where ζ<1\zeta<1 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