English

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 d=1,2d=1,2 as well as in the random neighbors limit.

Keywords

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

R2 v1 2026-07-22T12:02:16.791Z