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Explicit sufficient invariants for an interacting particle system
- 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.
- Subjects :
- Particle system
Vertex (graph theory)
Discrete mathematics
Statistics and Probability
Interacting particle system
Markov chain
General Mathematics
010102 general mathematics
Neighbourhood (graph theory)
Graph theory
01 natural sciences
Combinatorics
010104 statistics & probability
Path graph
Invariant (mathematics)
0101 mathematics
Statistics, Probability and Uncertainty
Mathematics
Subjects
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