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On the Complexity of Robust Stable Marriage

Published: 16 December 2017 Publication History

Abstract

Robust Stable Marriage (RSM) is a variant of the classical Stable Marriage problem, where the robustness of a given stable matching is measured by the number of modifications required for repairing it in case an unforeseen event occurs. We focus on the complexity of finding an (ab)-supermatch. An (ab)-supermatch is defined as a stable matching in which if any a (non-fixed) men/women break up it is possible to find another stable matching by changing the partners of those a men/women and also the partners of at most b other couples. In order to show deciding if there exists an (ab)-supermatch is NP-complete, we first introduce a SAT formulation that is NP-complete by using Schaefer’s Dichotomy Theorem. Then, we show the equivalence between the SAT formulation and finding a (1, 1)-supermatch on a specific family of instances.

References

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Manlove D Algorithmics Of Matching Under Preferences 2013 Singapore World Scientific Publishing
[2]
Genc, B., Siala, M., Simonin, G., O’Sullivan, B.: Finding robust solutions to stable marriage. In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017 (2017)
[3]
Genc, B., Siala, M., Simonin, G., O’Sullivan, B.: On the complexity of robust stable marriage. CoRR abs/1709.06172 (2017)
[4]
Gusfield D and Irving RW The Stable Marriage Problem: Structure and Algorithms 1989 Cambridge MIT Press
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Schaefer, T.J.: The complexity of satisfiability problems. In: Proceedings of the Tenth Annual ACM Symposium on Theory of Computing, STOC 1978, pp. 216–226. ACM, New York (1978)
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Gusfield D, Irving R, Leather P, and Saks M Every finite distributive lattice is a set of stable matchings for a small stable marriage instance J. Comb. Theor. Ser. A 1987 44 2 304-309

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Published In

cover image Guide Proceedings
Combinatorial Optimization and Applications: 11th International Conference, COCOA 2017, Shanghai, China, December 16-18, 2017, Proceedings, Part II
Dec 2017
540 pages
ISBN:978-3-319-71146-1
DOI:10.1007/978-3-319-71147-8
  • Editors:
  • Xiaofeng Gao,
  • Hongwei Du,
  • Meng Han

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 16 December 2017

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