Self organization of interacting polya urns
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=1,2 as well as in the random neighbors limit.
- Publication:
-
European Physical Journal B
- Pub Date:
- June 1998
- DOI:
- 10.1007/s100510050330
- arXiv:
- arXiv:cond-mat/9802165
- Bibcode:
- 1998EPJB....3..417M
- Keywords:
-
- PACS. 64.60.Ht Dynamic critical phenomena - 64.60.Lx Self-organized criticality; avalanche effect;
- 64.60.Ht;
- 64.60.Lx;
- Dynamic critical phenomena;
- Condensed Matter - Statistical Mechanics;
- Nonlinear Sciences - Adaptation and Self-Organizing Systems
- E-Print:
- 4 pages 1 figure