Abstract
We introduce the problem of adapting a stable matching to forced and forbidden pairs. Specifically, given a stable matching M1, a set Q of forced pairs, and a set P of forbidden pairs, we want to find a stable matching that includes all pairs from Q, no pair from P, and that is as close as possible to M1. We study this problem in four classical stable matching settings: Stable Roommates (with Ties) and Stable Marriage (with Ties). As our main contribution, we employ the theory of rotations for Stable Roommates to develop a polynomial-time algorithm for adapting Stable Roommates matchings to forced pairs. In contrast to this, we show that the same problem for forbidden pairs is NP-hard. However, our polynomial-time algorithm for the case of only forced pairs can be extended to a fixed-parameter tractable algorithm with respect to the number of forbidden pairs when both forced and forbidden pairs are present. Moreover, we also study the setting where preferences contain ties. Here, depending on the chosen stability criterion, we show either that our algorithmic results can be extended or that formerly tractable problems become intractable.
Original language | English |
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Pages (from-to) | 985-993 |
Number of pages | 9 |
Journal | Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS |
Volume | 2023-May |
State | Published - 1 Jan 2023 |
Externally published | Yes |
Event | 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023 - London, United Kingdom Duration: 29 May 2023 → 2 Jun 2023 |
Keywords
- FPT
- NP-hardness
- Stable Marriage
- Stable Roommates
- W[1]-hardness
- forced and forbidden pairs
- incremental algorithms
- polynomial-time algorithm
- rotations
ASJC Scopus subject areas
- Artificial Intelligence
- Software
- Control and Systems Engineering