We consider a novel setting where a set of items are matched to the same set of agents repeatedly over multiple rounds. Each agent gets exactly one item per round, which brings interesting challenges to finding efficient and/or fair {\em repeated matchings}. A particular feature of our model is that the value of an agent for an item in some round depends on the number of rounds in which the item has been used by the agent in the past. We present a set of positive and negative results about the efficiency and fairness of repeated matchings. For example, when items are goods, a variation of the well-studied fairness notion of envy-freeness up to one good (EF1) can be satisfied under certain conditions. Furthermore, it is intractable to achieve fairness and (approximate) efficiency simultaneously, even though they are achievable separately. For mixed items, which can be goods for some agents and chores for others, we propose and study a new notion of fairness that we call {\em swap envy-freeness} (swapEF).
翻译:我们考虑一个新颖的设置,让一组物品在多个回合中多次与同一组物剂匹配。每个物剂每回合完全得到一个物剂,这给找到高效和(或)公平的(em)重复匹配}带来有趣的挑战。我们的模型的一个特征是,某个物剂在某个回合中的价值取决于该物剂过去曾使用过该物剂的轮数。我们提出了一套关于重复匹配的效率和公平性的正面和负面结果。例如,当物剂是货物时,可以在某些条件下满足一个品(EF1)的受人深思熟虑的无妒忌公平概念。此外,同时实现公平和(近距离)效率是难以的,即使它们是可以分别实现的。对于混合物剂和他人的杂物,我们建议并研究一种新的公平概念,即我们称之为 &em 交换无醋(swapEF) (swapEF) 。