Caragiannis, Ioannis and Filos-Ratsikas, Aris and Kanellopoulos, Panagiotis and Vaish, Rohit (2021) Stable fractional matchings. Artificial Intelligence, 295 (C). p. 103416. DOI https://doi.org/10.1016/j.artint.2020.103416
Caragiannis, Ioannis and Filos-Ratsikas, Aris and Kanellopoulos, Panagiotis and Vaish, Rohit (2021) Stable fractional matchings. Artificial Intelligence, 295 (C). p. 103416. DOI https://doi.org/10.1016/j.artint.2020.103416
Caragiannis, Ioannis and Filos-Ratsikas, Aris and Kanellopoulos, Panagiotis and Vaish, Rohit (2021) Stable fractional matchings. Artificial Intelligence, 295 (C). p. 103416. DOI https://doi.org/10.1016/j.artint.2020.103416
Abstract
We study a generalization of the classical stable matching problem that allows for cardinal preferences (as opposed to ordinal) and fractional matchings (as opposed to integral). In this cardinal setting, stable fractional matchings can have much larger social welfare than stable integral ones. Our goal is to understand the computational complexity of finding an optimal (i.e., welfare-maximizing) stable fractional matching. We consider both exact and approximate stability notions, and provide simple approximation algorithms with weak welfare guarantees. Our main result is that, somewhat surprisingly, achieving better approximations is computationally hard. To the best of our knowledge, these are the first computational complexity results for stable fractional matchings in the cardinal model. En route to these results, we provide a number of structural observations that could be of independent interest.
Item Type: | Article |
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Uncontrolled Keywords: | Stable matchings; Cardinal preferences; Welfare maximization |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 23 Nov 2020 14:58 |
Last Modified: | 30 Oct 2024 17:37 |
URI: | http://repository.essex.ac.uk/id/eprint/29049 |
Available files
Filename: Stable-Fractional-Matchings-AIJ.pdf
Licence: Creative Commons: Attribution-Noncommercial-No Derivative Works 3.0