All finite lattices are stable matching lattices

We show that all finite lattices, including non-distributive lattices, arise as stable matching lattices under standard assumptions on choice functions. In the process, we introduce new tools to reason on general lattices for optimization purposes: the partial representation of a lattice, which partially extends Birkhoff's representation theorem to non-distributive lattices; the distributive closure of a lattice, which gives such a partial representation; and join constraints, which can be added to the distributive closure to obtain a representation for the original lattice. Then, we use these techniques to show that the minimum cost stable matching problem under the same standard assumptions on choice functions is NP-hard, by establishing a connection with antimatroid theory.

Publication Details

Journal
ArXiv.org
Published
2025-04-24
Primary Topic
Game Theory and Voting Systems
Type
article
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article

All finite lattices are stable matching lattices

ArXiv.org
Game Theory and Voting Systems
article

All finite lattices are stable matching lattices

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Abstract

We show that all finite lattices, including non-distributive lattices, arise as stable matching lattices under standard assumptions on choice functions. In the process, we introduce new tools to reason on general lattices for optimization purposes: the partial representation of a lattice, which partially extends Birkhoff's representation theorem to non-distributive lattices; the distributive closure of a lattice, which gives such a partial representation; and join constraints, which can be added to the distributive closure to obtain a representation for the original lattice. Then, we use these techniques to show that the minimum cost stable matching problem under the same standard assumptions on choice functions is NP-hard, by establishing a connection with antimatroid theory.

ArXiv.org
Openalex Percentile: Top 40%
Game Theory and Voting Systems
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All finite lattices are stable matching lattices · ArXiv.org (2025) | TGRS Research Map | TGRS