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
收藏
页数:26
相关论文
共 50 条
  • [31] Essentially stable matchings
    Troyan, Peter
    Delacretaz, David
    Kloosterman, Andrew
    GAMES AND ECONOMIC BEHAVIOR, 2020, 120 : 370 - 390
  • [32] The dynamics of stable matchings and half-matchings for the stable marriage and roommates problems
    Péter Biró
    Katarína Cechlárová
    Tamás Fleiner
    International Journal of Game Theory, 2008, 36 : 333 - 352
  • [33] Saturating stable matchings
    Maaz, Muhammad
    OPERATIONS RESEARCH LETTERS, 2021, 49 (04) : 597 - 601
  • [34] Jointly stable matchings
    Miyazaki, Shuichi
    Okamoto, Kazuya
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2019, 38 (02) : 646 - 665
  • [35] Conditional stable matchings
    Vilmos Komornik
    Christelle K. Viauroux
    Acta Scientiarum Mathematicarum, 2013, 79 (3-4): : 715 - 731
  • [36] The dynamics of stable matchings and half-matchings for the stable marriage and roommates problems
    Biro, Peter
    Cechlarova, Katarina
    Fleiner, Tamas
    INTERNATIONAL JOURNAL OF GAME THEORY, 2008, 36 (3-4) : 333 - 352
  • [37] FRACTIONAL COVERS FOR FORESTS AND MATCHINGS
    PADBERG, MW
    WOLSEY, LA
    MATHEMATICAL PROGRAMMING, 1984, 29 (01) : 1 - 14
  • [38] On the existence of stable matchings with contractsOn the existence of stable matchings with contractsY. Yang
    Yi-You Yang
    Theory and Decision, 2025, 98 (3) : 367 - 372
  • [39] The price of defense and fractional matchings
    Mavronicolas, Marios
    Papadopoulou, Vicky
    Persiano, Giuseppe
    Philippou, Anna
    Spirakis, Paul
    DISTRIBUTED COMPUTING AND NETWORKING, PROCEEDINGS, 2006, 4308 : 115 - 126
  • [40] ON CERTAIN CLASSES OF FRACTIONAL MATCHINGS
    MUHLBACHER, JR
    STEINPARZ, FX
    TINHOFER, G
    DISCRETE APPLIED MATHEMATICS, 1984, 9 (03) : 235 - 244