English

General Properties of a System of $S$ Species Competing Pairwise

Statistical Mechanics 2011-01-05 v2 Exactly Solvable and Integrable Systems Populations and Evolution

Abstract

We consider a system of NN individuals consisting of SS species that interact pairwise: xm+x2xmx_m+x_\ell \rightarrow 2x_m\,\, with arbitrary probabilities pmp_m^\ell . With no spatial structure, the master equation yields a simple set of rate equations in a mean field approximation, the focus of this note. Generalizing recent findings of cyclically competing three- and four-species models, we cast these equations in an appealingly simple form. As a result, many general properties of such systems are readily discovered, e.g., the major difference between even and odd SS cases. Further, we find the criteria for the existence of (subspaces of) fixed points and collective variables which evolve trivially (exponentially or invariant). These apparently distinct aspects can be traced to the null space associated with the interaction matrix, pmp_m^\ell . Related to the left- and right- zero-eigenvectors, these appear to be "dual" facets of the dynamics. We also remark on how the standard Lotka-Volterra equations (which include birth/death terms) can be regarded as a special limit of a pairwise interacting system.

Keywords

Cite

@article{arxiv.1101.0018,
  title  = {General Properties of a System of $S$ Species Competing Pairwise},
  author = {R. K. P. Zia},
  journal= {arXiv preprint arXiv:1101.0018},
  year   = {2011}
}