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Minimal matchings of point processes

Research output: Contribution to journalArticle (Academic Journal)peer-review

2 Citations (Scopus)

Abstract

Suppose that red and blue points form independent homogeneous Poisson processes of equal intensity in $R^d$. For a positive (respectively, negative) parameter $\gamma$ we consider red-blue matchings that locally minimize (respectively, maximize) the sum of $\gamma$th 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 $\gamma\to-\infty$ is equivalent to Gale-Shapley stable matching. We also consider limits as $\gamma$ approaches $0$, $1-$, $1+$ and $\infty$. We focus on dimension $d=1$. We prove that almost surely no such matching has unmatched points. (This question is open for higher $d$). For each $\gamma1$ 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.
Original languageEnglish
Pages (from-to)571–611
JournalProbability Theory and Related Fields
Volume184
Early online date13 Jul 2022
DOIs
Publication statusPublished - 1 Oct 2022

Keywords

  • math.PR
  • 60D05, 60G55, 05C70

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