English

Minimal matchings of point processes

Probability 2020-12-15 v1

Abstract

Suppose that red and blue points form independent homogeneous Poisson processes of equal intensity in RdR^d. For a positive (respectively, negative) parameter γ\gamma we consider red-blue matchings that locally minimize (respectively, maximize) the sum of γ\gammath powers of the edge lengths, subject to locally minimizing the number of unmatched points. The parameter can be viewed as a measure of fairness. The limit γ\gamma\to-\infty is equivalent to Gale-Shapley stable matching. We also consider limits as γ\gamma approaches 00, 11-, 1+1+ and \infty. We focus on dimension d=1d=1. We prove that almost surely no such matching has unmatched points. (This question is open for higher dd). For each γ<1\gamma<1 we establish that there is almost surely a unique such matching, and that it can be expressed as a finitary factor of the points. Moreover, its typical edge length has finite rrth moment if and only if r<1/2r<1/2. In contrast, for γ=1\gamma=1 there are uncountably many matchings, while for γ>1\gamma>1 there are countably many, but it is impossible to choose one in a translation-invariant way. We obtain existence results in higher dimensions (covering many but not all cases). We address analogous questions for one-colour matchings also.

Keywords

Cite

@article{arxiv.2012.07129,
  title  = {Minimal matchings of point processes},
  author = {Alexander E. Holroyd and Svante Janson and Johan Wästlund},
  journal= {arXiv preprint arXiv:2012.07129},
  year   = {2020}
}
R2 v1 2026-06-23T20:56:06.523Z