The Extreme Points of Fusions
Andreas Kleiner,
Benny Moldovanu,
Philipp Strack and
Mark Whitmeyer
Papers from arXiv.org
Abstract:
Our work explores fusions, the multidimensional counterparts of mean-preserving contractions and their extreme and exposed points. We reveal an elegant geometric/combinatorial structure for these objects. Of particular note is the connection between Lipschitz-exposed points (measures that are unique optimizers of Lipschitz-continuous objectives) and power diagrams, which are divisions of a space into convex polyhedral ``cells'' according to a weighted proximity criterion. These objects are frequently seen in nature--in cell structures in biological systems, crystal and plant growth patterns, and territorial division in animal habitats--and, as we show, provide the essential structure of Lipschitz-exposed fusions. We apply our results to several questions concerning categorization.
Date: 2024-09, Revised 2025-02
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Persistent link: https://EconPapers.repec.org/RePEc:arx:papers:2409.10779
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