论文标题

享乐多样性游戏:具有两种以上颜色的复杂性图片

Hedonic Diversity Games: A Complexity Picture with More than Two Colors

论文作者

Ganian, Robert, Hamm, Thekla, Knop, Dušan, Schierreich, Šimon, Suchý, Ondřej

论文摘要

享乐多样性游戏是古典享乐游戏的一种变体,旨在更好地模拟有关多样性和公平性的各种问题。以前的作品主要针对两个多样性类别(在模型中表示为颜色),并提供了一些初始的复杂性理论和有关NASH和个体稳定结果的结果。在这里,我们设计了新的算法,并配有下限,这些算法提供了一个完整的参数化复杂性图片,以计算问题的最自然参数化。至关重要的是,我们的结果适用于一般的享乐多样性游戏,其中颜色的数量不一定仅限于两种,并且表明 - 除了两种琐碎的情况外,在这种情况下,易处理的必要条件是颜色的数量是由参数界定的。此外,对于两种颜色的特殊情况,我们解决了先前工作中提出的一个空旷的问题(Boehmer和Elkind,AAAI 2020)。

Hedonic diversity games are a variant of the classical Hedonic games designed to better model a variety of questions concerning diversity and fairness. Previous works mainly targeted the case with two diversity classes (represented as colors in the model) and provided some initial complexity-theoretic and existential results concerning Nash and individually stable outcomes. Here, we design new algorithms accompanied with lower bounds which provide a complete parameterized-complexity picture for computing Nash and individually stable outcomes with respect to the most natural parameterizations of the problem. Crucially, our results hold for general Hedonic diversity games where the number of colors is not necessarily restricted to two, and show that -- apart from two trivial cases -- a necessary condition for tractability in this setting is that the number of colors is bounded by the parameter. Moreover, for the special case of two colors we resolve an open question asked in previous work (Boehmer and Elkind, AAAI 2020).

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