Mixing times for exclusion processes on hypergraphs

被引:2
|
作者
Connor, Stephen B. [1 ]
Pymar, Richard J. [2 ]
机构
[1] Univ York, Dept Math, York YO10 5DD, N Yorkshire, England
[2] Birkbeck Univ London, Dept Econ Math & Stat, London WC1E 7HX, England
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2019年 / 24卷
基金
英国工程与自然科学研究理事会;
关键词
mixing time; exclusion; interchange; random walk; hypergraph; coupling; RANDOM-WALKS; PERMUTATION; CUTOFF;
D O I
10.1214/19-EJP332
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We introduce a natural extension of the exclusion process to hypergraphs and prove an upper bound for its mixing time. In particular we show the existence of a constant C such that for any connected, regular hypergraph G within some natural class, the epsilon-mixing time of the exclusion process on G with any feasible number of particles can be upper-bounded by CTEX ((2,G)) log(vertical bar V vertical bar/epsilon), where vertical bar V vertical bar is the number of vertices in G and T-EX (2,T-G) is the 1/4-mixing time of the corresponding exclusion process with just two particles. Moreover we show this is optimal in the sense that there exist hypergraphs in the same class for which T-EX(2,T-G) and the mixing time of just one particle are not comparable. The proofs involve an adaptation of the chameleon process, a technical tool invented by Morris ([14]) and developed by Oliveira ([15]) for studying the exclusion process on a graph.
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页码:1 / 48
页数:48
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