Evidence of universality for the May-Wigner stability theorem for random networks with local dynamics
Adaptation and Self-Organizing Systems
2009-11-10 v2 Statistical Mechanics
Abstract
We consider a random network of nonlinear maps exhibiting a wide range of local dynamics, with the links having normally distributed interaction strengths. The stability of such a system is examined in terms of the asymptotic fraction of nodes that persist in a non-zero state. Scaling results show that the probability of survival in the steady state agrees remarkably well with the May-Wigner stability criterion derived from linear stability arguments. This suggests universality of the complexity-stability relation for random networks with respect to arbitrary global dynamics of the system.
Keywords
Cite
@article{arxiv.nlin/0402002,
title = {Evidence of universality for the May-Wigner stability theorem for random networks with local dynamics},
author = {Sitabhra Sinha and Sudeshna Sinha},
journal= {arXiv preprint arXiv:nlin/0402002},
year = {2009}
}
Comments
4 pages, 4 figures, minor textual revisions in response to referee comments