Self Organization of Interacting Polya Urns
Statistical Mechanics
2009-10-31 v1 adap-org
Adaptation and Self-Organizing Systems
Abstract
We introduce a simple model which shows non-trivial self organized critical properties. The model describes a system of interacting units, modelled by Polya urns, subject to perturbations and which occasionally break down. Three equivalent formulations - stochastic, quenched and deterministic - are shown to reproduce the same dynamics. Among the novel features of the model are a non-homogeneous stationary state, the presence of a non-stationary critical phase and non-trivial exponents even in mean field. We discuss simple interpretations in term of biological evolution and earthquake dynamics and we report on extensive numerical simulations in dimensions as well as in the random neighbors limit.
Cite
@article{arxiv.cond-mat/9802165,
title = {Self Organization of Interacting Polya Urns},
author = {Matteo Marsili and Angelo Valleriani},
journal= {arXiv preprint arXiv:cond-mat/9802165},
year = {2009}
}
Comments
4 pages 1 figure