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Glauber dynamics for the hard-core model on bounded-degree $H$-free graphs

Glauber dynamics for the hard-core model on bounded-degree $H$-free graphs

来源:Arxiv_logoArxiv
英文摘要

The hard-core model has as its configurations the independent sets of some graph instance $G$. The probability distribution on independent sets is controlled by a `fugacity' $\lambda>0$, with higher $\lambda$ leading to denser configurations. We investigate the mixing time of Glauber (single-site) dynamics for the hard-core model on restricted classes of bounded-degree graphs in which a particular graph $H$ is excluded as an induced subgraph. If $H$ is a subdivided claw then, for all $\lambda$, the mixing time is $O(n\log n)$, where $n$ is the order of $G$. This extends a result of Chen and Gu for claw-free graphs. When $H$ is a path, the set of possible instances is finite. For all other $H$, the mixing time is exponential in $n$ for sufficiently large $\lambda$, depending on $H$ and the maximum degree of $G$.

Mark Jerrum

数学

Mark Jerrum.Glauber dynamics for the hard-core model on bounded-degree $H$-free graphs[EB/OL].(2024-04-11)[2025-07-16].https://arxiv.org/abs/2404.07615.点此复制

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