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A Simple 1.5-approximation Algorithm for a Wide Range of Maximum Size Stable Matching Problems

Published: 06 May 2024 Publication History

Abstract

We give a simple approximation algorithm for a common generalization of many previously studied extensions of the maximum size stable matching problem with ties. These generalizations include the existence of critical vertices in the graph, amongst whom we must match as much as possible, free edges, that cannot be blocking edges and Δ-stabilities, which mean that for an edge to block, the improvement should be large enough on one or both sides. We also introduce other notions to generalize these even further, which allows our framework to capture many existing and future applications. We show that the edge duplicating technique allows us to treat these different types of generalizations simultaneously, while also making the algorithm, the proofs and the analysis much simpler and shorter than in previous approaches. In particular, we answer an open question by Askalidis et al.[1] about the existence of a 3 over 2-approximation algorithm for the SMTI problem with free edges. This demonstrates that this technique can grasp the underlying essence of these problems quite well and have the potential to be able to solve many future applications.

References

[1]
Georgios Askalidis, Nicole Immorlica, Augustine Kwanashie, David F Manlove, and Emmanouil Pountourakis. 2013. Socially stable matchings in the hospitals/residents problem. In Algorithms and Data Structures: 13th International Symposium, WADS 2013, London, ON, Canada, August 12-14, 2013. Proceedings 13. Springer, 85--96.
[2]
Katarına Cechlárová and Tamás Fleiner. 2009. Stable roommates with free edges. Technical Report. Technical Report 2009-01, Egerváry Research Group on Combinatorial Optimization.
[3]
Jiehua Chen, Piotr Skowron, and Manuel Sorge. 2021. Matchings under preferences: Strength of stability and tradeoffs. ACM Transactions on Economics and Computation 9, 4 (2021), 1--55.
[4]
Gergely Csáji, Tamás Király, and Yu Yokoi. 2023. Approximation Algorithms for Matroidal and Cardinal Generalizations of Stable Matching. In Symposium on Simplicity in Algorithms (SOSA). SIAM, 103--113.
[5]
Szymon Dudycz, Pasin Manurangsi, and Jan Marcinkowski. 2022. Tight Inapproximability of Minimum Maximal Matching on Bipartite Graphs and Related Problems. In Approximation and Online Algorithms: 19th International Workshop, WAOA 2021, Lisbon, Portugal, September 6-10, 2021, Revised Selected Papers. Springer, 48--64.
[6]
Tamás Fleiner. 2001. A matroid generalization of the stable matching polytope. In Proc. 8th International Conference on Integer Programming and Combinatorial Optimization. Springer, 105--114.
[7]
David Gale and Lloyd S Shapley. 1962. College admissions and the stability of marriage. The American Mathematical Monthly 69, 1 (1962), 9--15.
[8]
Magnús Halldórsson, Kazuo Iwama, Shuichi Miyazaki, and Yasufumi Morita. 2002. Inapproximability results on stable marriage problems. In LATIN 2002: Theoretical Informatics: 5th Latin American Symposium Cancun, Mexico, April 3-6, 2002 Proceedings 5. Springer, 554--568.
[9]
Magnús M Halldórsson, Kazuo Iwama, Shuichi Miyazaki, and Hiroki Yanagisawa. 2003. Improved approximation of the stable marriage problem. In Algorithms-ESA 2003: 11th Annual European Symposium, Budapest, Hungary, September 16--19, 2003. Proceedings 11. Springer, 266--277.
[10]
Kazuo Iwama, David Manlove, Shuichi Miyazaki, and Yasufumi Morita. 1999. Stable marriage with incomplete lists and ties. In Proc. 26th International Colloquium on Automata, Languages, and Programming (ICALP 1999). Springer, 443--452.
[11]
Kazuo Iwama, Shuichi Miyazaki, and Naoya Yamauchi. 2007. A 1.875- approximation algorithm for the stable marriage problem. In Proc. Eighteenth annual ACM-SIAM symposium on Discrete algorithms (SODA 2007). SIAM, Philadelphia, 288--297.
[12]
Kazuo Iwama, Shuichi Miyazaki, and Naoya Yamauchi. 2008. A (2 ? c 1 over √ n)- Approximation Algorithm for the Stable Marriage Problem. Algorithmica 51, 3 (2008), 342--356.
[13]
Zoltán Király. 2011. Better and simpler approximation algorithms for the stable marriage problem. Algorithmica 60, 1 (2011), 3--20.
[14]
Zoltán Király. 2012. Linear time local approximation algorithm for maximum stable marriage. In Proc. Second International Workshop on Matching Under Preferences (MATCH-UP 2012). 99.
[15]
Zoltán Király. 2013. Linear time local approximation algorithm for maximum stable marriage. Algorithms 6, 3 (2013), 471--484.
[16]
Prem Krishnaa, Girija Limaye, Meghana Nasre, and Prajakta Nimbhorkar. 2023. Envy-freeness and relaxed stability: Hardness and approximation algorithms. Journal of Combinatorial Optimization 45, 1 (2023), 41.
[17]
David Manlove. 2013. Algorithmics of matching under preferences. Vol. 2. World Scientific.
[18]
Eric McDermid. 2009. A 3/2-approximation algorithm for general stable marriage. In Proc. 36th International Colloquium on Automata, Languages, and Programming (ICALP 2009). Springer, 689--700.
[19]
Meghana Nasre, Prajakta Nimbhorkar, and Keshav Ranjan. 2023. Critical Relaxed Stable Matchings with Two-Sided Ties. arXiv preprint arXiv:2303.12325 (2023).
[20]
Katarzyna Paluch. 2011. Faster and simpler approximation of stable matchings. In Proc. 9th International Workshop on Approximation and Online Algorithms (WAOA 2011). 176--187.
[21]
Katarzyna Paluch. 2014. Faster and simpler approximation of stable matchings. Algorithms 7, 2 (2014), 189--202.
[22]
Hiroki Yanagisawa. 2007. Approximation algorithms for stable marriage problems. PhD thesis, Kyoto University, Graduate School of Informatics (2007).
[23]
Yu Yokoi. 2021. An approximation algorithm for maximum stable matching with ties and constraints. arXiv preprint arXiv:2107.03076 (2021).

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cover image ACM Conferences
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems
May 2024
2898 pages
ISBN:9798400704864

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International Foundation for Autonomous Agents and Multiagent Systems

Richland, SC

Publication History

Published: 06 May 2024

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Author Tags

  1. approximation
  2. markets with preferences
  3. matching
  4. max-smti
  5. stable matching

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  • Research-article

Funding Sources

  • Hungarian Academy of Sciences
  • Hungarian Scientific Research Fund
  • Ministry of Innovation and Technology funded by the National Research Development and Innovation Fund

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AAMAS '24
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Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

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