最小配额的防策略匹配

D. Fragiadakis, Atsushi Iwasaki, Peter Troyan, Suguru Ueda, M. Yokoo
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引用次数: 112

摘要

我们研究机构可能拥有最小和最大配额的匹配市场。最低限额在许多情况下都很重要,例如医院住院医师匹配、军事学员匹配和学校选择,但目前的机制无法满足这些要求,导致使用临时解决方案。我们引入了两类新的策略验证机制,它们允许将最低配额作为明确的输入,并表明我们的机制相对于现有方法改善了福利。由于最小配额导致标准公平和非浪费属性之间的理论不相容,我们引入了新的次优公理,并证明了我们的机制满足它们。最后,我们使用模拟来量化(1)从我们的机制中获得的潜在效率收益的大小,以及(2)最终分配与公平和无浪费的最佳定义之间的距离。结合理论和仿真结果,我们认为我们的机制在实践中可以改善具有最小配额约束的匹配市场的绩效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Strategyproof Matching with Minimum Quotas
We study matching markets in which institutions may have minimum and maximum quotas. Minimum quotas are important in many settings, such as hospital residency matching, military cadet matching, and school choice, but current mechanisms are unable to accommodate them, leading to the use of ad hoc solutions. We introduce two new classes of strategyproof mechanisms that allow for minimum quotas as an explicit input and show that our mechanisms improve welfare relative to existing approaches. Because minimum quotas cause a theoretical incompatibility between standard fairness and nonwastefulness properties, we introduce new second-best axioms and show that they are satisfied by our mechanisms. Last, we use simulations to quantify (1) the magnitude of the potential efficiency gains from our mechanisms and (2) how far the resulting assignments are from the first-best definitions of fairness and nonwastefulness. Combining both the theoretical and simulation results, we argue that our mechanisms will improve the performance of matching markets with minimum quota constraints in practice.
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