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All finite lattices are stable matching lattices

Published: April 24, 2025 | arXiv ID: 2504.17916v2

By: Christopher En, Yuri Faenza

Potential Business Impact:

Finds best matches for everyone, even complex choices.

Business Areas:
Dating Community and Lifestyle

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.

Country of Origin
🇺🇸 United States

Page Count
30 pages

Category
Computer Science:
Discrete Mathematics