Literature DB >> 32214574

Stable Matchings with Covering Constraints: A Complete Computational Trichotomy.

Matthias Mnich1,2, Ildikó Schlotter3.   

Abstract

Stable matching problems with lower quotas are fundamental in academic hiring and ensuring operability of rural hospitals. Only few tractable (polynomial-time solvable) cases of stable matching with lower quotas have been identified; most such problems are NP -hard and also hard to approximate (Hamada et al. in Algorithmica 74(1):440-465, 2016). We therefore consider stable matching problems with lower quotas under a relaxed notion of tractability, namely fixed-parameter tractability. By cloning hospitals we focus on the case when all hospitals have upper quota equal to 1, which generalizes the setting of "arranged marriages" first considered by Knuth (Mariages stables et leurs relations avec d'autres problèmes combinatoires, Les Presses de l'Université de Montréal, Montreal, 1976). We investigate how a set of natural parameters, namely the maximum length of preference lists for men and women, the number of distinguished men and women, and the number of blocking pairs allowed determine the computational tractability of this problem. Our main result is a complete complexity trichotomy: for each choice of parameters we either provide a polynomial-time algorithm, or an NP -hardness proof and fixed-parameter algorithm, or NP -hardness proof and W [ 1 ] -hardness proof. As corollary, we negatively answer a question by Hamada et al. (Algorithmica 74(1):440-465, 2016) by showing fixed-parameter intractability parameterized by optimal solution size. We also classify all cases of one-sided constraints where only women may be distinguished.
© The Author(s) 2020.

Entities:  

Keywords:  Fixed-parameter algorithms; Lower quotas; Stable marriage

Year:  2020        PMID: 32214574      PMCID: PMC7066313          DOI: 10.1007/s00453-019-00636-y

Source DB:  PubMed          Journal:  Algorithmica        ISSN: 0178-4617            Impact factor:   0.909


  2 in total

1.  The Redesign of the Matching Market for American Physicians: Some Engineering Aspects of Economic Design.

Authors:  Alvin E Roth; Elliott Peranson
Journal:  Am Econ Rev       Date:  1999-09

2.  Stable Matchings with Covering Constraints: A Complete Computational Trichotomy.

Authors:  Matthias Mnich; Ildikó Schlotter
Journal:  Algorithmica       Date:  2020-02-06       Impact factor: 0.909

  2 in total
  2 in total

1.  Stable roommates with narcissistic, single-peaked, and single-crossing preferences.

Authors:  Robert Bredereck; Jiehua Chen; Ugo Paavo Finnendahl; Rolf Niedermeier
Journal:  Auton Agent Multi Agent Syst       Date:  2020-09-11       Impact factor: 2.475

2.  Stable Matchings with Covering Constraints: A Complete Computational Trichotomy.

Authors:  Matthias Mnich; Ildikó Schlotter
Journal:  Algorithmica       Date:  2020-02-06       Impact factor: 0.909

  2 in total

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