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Explicit sufficient invariants for an interacting particle system

Authors :
Colin L. Mallows
Yoshiaki Itoh
Larry Shepp
Source :
Journal of Applied Probability. 35:633-641
Publication Year :
1998
Publisher :
Cambridge University Press (CUP), 1998.

Abstract

We introduce a new class of interacting particle systems on a graph G. Suppose initially there are N i (0) particles at each vertex i of G, and that the particles interact to form a Markov chain: at each instant two particles are chosen at random, and if these are at adjacent vertices of G, one particle jumps to the other particle's vertex, each with probability 1/2. The process N enters a death state after a finite time when all the particles are in some independent subset of the vertices of G, i.e. a set of vertices with no edges between any two of them. The problem is to find the distribution of the death state, η i = N i (∞), as a function of N i (0). We are able to obtain, for some special graphs, the limiting distribution of N i if the total number of particles N → ∞ in such a way that the fraction, N i (0)/S = ξ i , at each vertex is held fixed as N → ∞. In particular we can obtain the limit law for the graph S 2, the two-leaf star which has three vertices and two edges.

Details

ISSN :
14756072 and 00219002
Volume :
35
Database :
OpenAIRE
Journal :
Journal of Applied Probability
Accession number :
edsair.doi.dedup.....88317b01f20095f16e2bf21d593be29b
Full Text :
https://doi.org/10.1017/s0021900200016284