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Male Optimal and Unique Stable Marriages with Partially Ordered Preferences

机译:男性最佳和独特的稳定婚姻,部分有序偏好

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The stable marriage problem has a wide variety of practical applications, including matching resident doctors to hospitals, and students to schools. In the classical stable marriage problem, both men and women express a strict order over the members of the other sex. Here we consider a more realistic case, where both men and women can express their preferences via partial orders, i.e., by allowing ties and incompa-rability. This may be useful, for example, when preferences are elicited via compact preference representations like soft constraint or CP-nets that produce partial orders, as well as when preferences are obtained via multi-criteria reasoning. We study male optimality and uniqueness of stable marriages in this setting. Male optimality gives priority to one gender over the other, while uniqueness means that the solution is optimal, since it is as good as possible for all the participating agents. Uniqueness of solution is also a barrier against manipulation. We give an algorithm to find stable marriages that are male optimal. Moreover, we give sufficient conditions on the preferences (that are also necessary in some special case), that occur often in real-life scenarios, which guarantee the uniqueness of a stable marriage.
机译:稳定的婚姻问题具有各种各样的实际应用,包括与医院的竞争居民医生,以及学生到学校。在古典稳定的婚姻问题中,男人和女性都表达了对其他性别的严格秩序。在这里,我们考虑了一个更现实的案例,其中,男性和女性都可以通过部分订单,即,通过允许联系和勇敢的责任来表达他们的偏好。例如,当通过紧凑的偏好表示引发偏好时,这可能是有用的,如软限制或CP-网,以及通过多标准推理获得偏好时的偏好。我们在这个环境中研究了稳定婚姻的男性最优性和唯一性。男性最优性优先于另一个性别,而唯一性意味着解决方案是最佳的,因为它与所有参与剂一样好。解决方案的独特性也是一种障碍的操纵障碍。我们给出了一个算法,找到了男性最佳的稳定婚姻。此外,我们对偏好提供了足够的条件(在某些特殊情况下也是必要的),这种情况经常在现实生活场景中发生,这保证了稳定婚姻的独特性。

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