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Finding All Stable Pairs and Solutions to the Many-to-Many Stable Matching Problem

机译:查找所有稳定对以及多对多稳定匹配问题的解决方案

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摘要

The many-to-many stable matching problem (MM), defined in the context of a job market, asks for an assignment of workers to firms satisfying the quota of each agent and being stable, pairwise or setwise, with respect to given preference lists or relations. In this paper, we propose a time-optimal algorithm that identifies all stable worker-firm pairs and all stable assignments under pairwise stability, individual preferences, and the max-min criterion. We revisit the poset graph of rotations to obtain an optimal algorithm for enumerating all solutions to the MM and an improved algorithm finding the minimum-weight one. Furthermore, we establish the applicability of all aforementioned algorithms under more complex preference and stability criteria. In a constraint programming context, we introduce a constraint that models the MM and an encoding of the MM as a constraint satisfaction problem. Finally, we provide a series of computational results, including the case where side constraints are imposed.
机译:在就业市场的背景下定义的多对多稳定匹配问题(MM)要求将工人分配给满足每个代理商配额并相对于给定偏好列表成对或成对稳定的公司或关系。在本文中,我们提出了一种时间最优算法,该算法在成对稳定性,个人偏好和最大-最小准则下识别所有稳定的工人-公司对和所有稳定的分配。我们重新审视旋转的波塞尔图,以获得枚举MM的所有解的最佳算法和找到最小权重的改进算法。此外,我们在更复杂的偏好和稳定性标准下建立了所有上述算法的适用性。在约束编程上下文中,我们引入了对MM和MM的编码进行建模的约束作为约束满足问题。最后,我们提供了一系列计算结果,包括施加了侧面约束的情况。

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  • 来源
    《INFORMS journal on computing》 |2012年第2期|p.245-259|共15页
  • 作者单位

    Department of Management Science and Technology, Athens University of Economics and Business,10434 Athens, Greece;

    Department of Informatics, Technological Educational Institute of Athens, 12210 Egaleo, Greece;

    Department of Management Science and Technology, Athens University of Economics and Business,10434 Athens, Greece;

    Department of Management Science and Technology, Athens University of Economics and Business,10434 Athens, Greece;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    constraint programming; analysis of algorithms; economics;

    机译:约束编程;算法分析;经济学;

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