Realizability of point processes
Abstract
There are various situations in which it is natural to ask whether a given collection of functions, \rho_j(\r_1,...,\r_j), , defined on a set , are the first correlation functions of a point process on . Here we describe some necessary and sufficient conditions on the 's for this to be true. Our primary examples are , , and an arbitrary finite set. In particular, we extend a result by Ambartzumian and Sukiasian showing realizability at sufficiently small densities . Typically if any realizing process exists there will be many (even an uncountable number); in this case we prove, when is a finite set, the existence of a realizing Gibbs measure with body potentials which maximizes the entropy among all realizing measures. We also investigate in detail a simple example in which a uniform density and translation invariant are specified on ; there is a gap between our best upper bound on possible values of and the largest 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