An efficient algorithm for the ‘optimal’ stable marriage

An efficient algorithm for the ‘optimal’ stable marriage

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Article ID: iaor19921871
Country: United States
Volume: 34
Issue: 3
Start Page Number: 532
End Page Number: 543
Publication Date: Jul 1987
Journal: Journal of the Association for Computing Machinery
Authors: , ,
Keywords: combinatorial analysis
Abstract:

In an instance of size n of the stable marriage problem, each of n men and n women ranks the members of the opposite sex in order of preference. A stable matching is a complete matching of men and women such that no man and woman who are not partners both prefer each other to their actual partners under the matching. It is well known that at least one stable matching exists for every stable marriage instance. However, the classical Gale-Shapley algorithm produces a marriage that greatly favors the men at the expense of the women, or vice versa. The problem arises of finding a stable matching that is optimal under some more equitable or egalitarian criterion of optimality. This problem was posed by Knuth and has remained unsolved for some time. Here, the objective of maximizing the average (or, equivalently, the total) ‘satisfaction’ of all people is used. This objective is achieved when a person’s satisfaction is measured by the position of his/her partner in his/her preference list. By exploiting the structure of the set of all stable matchings, and using graph-theoretic methods, an O(n4) algorithm for this problem is derived.

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