Ergodicity of the hard-core PCA with a random walk method
J\'er\^ome Casse, Ir\`ene Marcovici, Maxence Poutrel

TL;DR
This paper presents a simplified and more intuitive proof of the ergodicity of the hard-core probabilistic cellular automaton for neighborhoods of size 2 and 3, using decorrelated islands.
Contribution
It introduces a new proof technique based on decorrelated islands, shortening and unifying previous ergodicity proofs for the hard-core PCA.
Findings
Proves ergodicity for neighborhoods of size 2 and 3
Introduces decorrelated islands as a proof tool
Provides a more intuitive proof approach
Abstract
The hard-core probabilistic cellular automaton has attracted a renewed interest in the last few years, thanks to its connection with the study of a combinatorial game on percolation configurations. We provide an alternative proof for the ergodicity of this PCA for a neighbourhood of size and , using the notion of decorrelated islands introduced by Casse in 2023, together with some new ideas. This shortens the previous proofs and provides a more intuitive and unified approach.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
