The Annals of Probability
- Ann. Probab.
- Volume 34, Number 4 (2006), 1241-1272.
A stable marriage of Poisson and Lebesgue
Let Ξ be a discrete set in ℝd. Call the elements of Ξ centers. The well-known Voronoi tessellation partitions ℝd into polyhedral regions (of varying sizes) by allocating each site of ℝd to the closest center. Here we study “fair” allocations of ℝd to Ξ in which the regions allocated to different centers have equal volumes.
We prove that if Ξ is obtained from a translation-invariant point process, then there is a unique fair allocation which is stable in the sense of the Gale–Shapley marriage problem. (I.e., sites and centers both prefer to be allocated as close as possible, and an allocation is said to be unstable if some site and center both prefer each other over their current allocations.)
We show that the region allocated to each center ξ is a union of finitely many bounded connected sets. However, in the case of a Poisson process, an infinite volume of sites are allocated to centers further away than ξ. We prove power law lower bounds on the allocation distance of a typical site. It is an open problem to prove any upper bound in d>1.
Ann. Probab., Volume 34, Number 4 (2006), 1241-1272.
First available in Project Euclid: 19 September 2006
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Hoffman, Christopher; Holroyd, Alexander E.; Peres, Yuval. A stable marriage of Poisson and Lebesgue. Ann. Probab. 34 (2006), no. 4, 1241--1272. doi:10.1214/009117906000000098. https://projecteuclid.org/euclid.aop/1158673318