English

Realizability of point processes

Mathematical Physics 2009-11-11 v2 Statistical Mechanics math.MP Probability

Abstract

There are various situations in which it is natural to ask whether a given collection of kk functions, \rho_j(\r_1,...,\r_j), j=1,...,kj=1,...,k, defined on a set XX, are the first kk correlation functions of a point process on XX. Here we describe some necessary and sufficient conditions on the ρj\rho_j's for this to be true. Our primary examples are X=RdX=\mathbb{R}^d, X=\matbbZdX=\matbb{Z}^d, and XX an arbitrary finite set. In particular, we extend a result by Ambartzumian and Sukiasian showing realizability at sufficiently small densities ρ1(r)\rho_1(\mathbf{r}). Typically if any realizing process exists there will be many (even an uncountable number); in this case we prove, when XX is a finite set, the existence of a realizing Gibbs measure with kk body potentials which maximizes the entropy among all realizing measures. We also investigate in detail a simple example in which a uniform density ρ\rho and translation invariant ρ2\rho_2 are specified on Z\mathbb{Z}; there is a gap between our best upper bound on possible values of ρ\rho and the largest ρ\rho for which realizability can be established.

Cite

@article{arxiv.math-ph/0612075,
  title  = {Realizability of point processes},
  author = {T. Kuna and J. L. Lebowitz and E. R. Speer},
  journal= {arXiv preprint arXiv:math-ph/0612075},
  year   = {2009}
}

Comments

31 pages, 1 figure, gzipped tar file; Changes in Appendix A : comment about a improved cluster expansion by Fernandez et al.; result about non realizability of the bump function