On Constrained Matchings, Stable Under Random Preferences

ABSTRACT Colloquially, there are two groups, men and women, each man (woman) ranking women (men) as potential marriage partners. A complete matching is called stable if no unmatched pair prefer each other to their partners in the matching. If some pairs are not admissible, then such a matching may not exist, but a properly defined partial stable matching exists always, and all such matchings involve the same, equi‐numerous, groups of men and women. Earlier, we proved that, for the complete, random, preference lists, with high probability (whp), the total number of complete stable matchings is, roughly, of order , at least. Here, we consider the case that the preference lists are still complete, but a generic pair (man, woman) is admissible with probability , independently of all other pairs. It is shown that the expected number of complete stable matchings tends to 0 if, roughly, and to infinity if . We show that whp: (a) there exists a complete stable matching if , (b) the number of unmatched men and women is bounded if , and (c) this number grows as a fractional power of for .

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Publication Details

Journal
Random Structures and Algorithms
Published
2025-11-10
DOI
https://doi.org/10.1002/rsa.70036
Primary Topic
Game Theory and Voting Systems
Type
article
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article

On Constrained Matchings, Stable Under Random Preferences

Boris Pittel
Random Structures and Algorithms
Game Theory and Voting Systems
article

On Constrained Matchings, Stable Under Random Preferences

Boris Pittel
article en

Abstract

ABSTRACT Colloquially, there are two groups, men and women, each man (woman) ranking women (men) as potential marriage partners. A complete matching is called stable if no unmatched pair prefer each other to their partners in the matching. If some pairs are not admissible, then such a matching may not exist, but a properly defined partial stable matching exists always, and all such matchings involve the same, equi‐numerous, groups of men and women. Earlier, we proved that, for the complete, random, preference lists, with high probability (whp), the total number of complete stable matchings is, roughly, of order , at least. Here, we consider the case that the preference lists are still complete, but a generic pair (man, woman) is admissible with probability , independently of all other pairs. It is shown that the expected number of complete stable matchings tends to 0 if, roughly, and to infinity if . We show that whp: (a) there exists a complete stable matching if , (b) the number of unmatched men and women is bounded if , and (c) this number grows as a fractional power of for .

Random Structures and AlgorithmsVol. 67(4)
The Ohio State University (US)
Openalex Percentile: Top 58%
Game Theory and Voting Systems
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On Constrained Matchings, Stable Under Random Preferences — Boris Pittel · Random Structures and Algorithms (2025) | TGRS Research Map | TGRS