Stable fractional matchings

被引:1
|
作者
Caragiannis, Ioannis [1 ]
Filos-Ratsikas, Aris [2 ]
Kanellopoulos, Panagiotis [3 ]
Vaish, Rohit [4 ]
机构
[1] Aarhus Univ, Dept Comp Sci, Abogade 34, DK-8200 Aarhus N, Denmark
[2] Univ Liverpool, Dept Comp Sci, Liverpool L69 3BX, Merseyside, England
[3] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
[4] Tata Inst Fundamental Res, Sch Technol & Comp Sci, Mumbai 400005, Maharashtra, India
关键词
Stable matchings; Cardinal preferences; Welfare maximization; EFFICIENT ALGORITHM; COLLEGE ADMISSIONS; STABILITY; ASSIGNMENTS; MINIMUM; MARKET;
D O I
10.1016/j.artint.2020.103416
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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. (C) 2020 Elsevier B.V. All rights reserved.
引用
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页数:26
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