English

Bak--Sneppen type models and rank-driven processes

Adaptation and Self-Organizing Systems 2011-10-20 v2

Abstract

The Bak--Sneppen model is a simple stochastic model of evolution that exhibits self-organized criticality and for which few analytical results have been established. In the original Bak-Sneppen model and many subsequent variants, interactions among the evolving species are tied to a specified topology. We report a surprising connection between Bak-Sneppen type models and more tractable Markov processes that evolve without any reference to an underlying topology. Specifically, we show that in the case of a large number of species, the long time behaviour of the fitness profile in the anisotropic Bak--Sneppen model can be replicated by a model with a purely rank-based update rule whose asymptotics can be studied rigorously.

Keywords

Cite

@article{arxiv.1011.1777,
  title  = {Bak--Sneppen type models and rank-driven processes},
  author = {Michael Grinfeld and Philip A. Knight and Andrew R. Wade},
  journal= {arXiv preprint arXiv:1011.1777},
  year   = {2011}
}

Comments

4 pages, 2 figures; v2: revised presentation

R2 v1 2026-06-21T16:40:28.850Z