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首页> 外文期刊>The Journal of Artificial Intelligence Research >Nash Stable Outcomes in Fractional Hedonic Games: Existence, Efficiency and Computation
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Nash Stable Outcomes in Fractional Hedonic Games: Existence, Efficiency and Computation

机译:分数享乐游戏的纳什稳定结果:存在,效率和计算

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We consider fractional hedonic games, a subclass of coalition formation games that can be succinctly modeled by means of a graph in which nodes represent agents and edge weights the degree of preference of the corresponding endpoints. The happiness or utility of an agent for being in a coalition is the average value she ascribes to its members. We adopt Nash stable outcomes as the target solution concept; that is we focus on states in which no agent can improve her utility by unilaterally changing her own group. We provide existence, efficiency and complexity results for games played on both general and specific graph topologies. As to the efficiency results, we mainly study the quality of the best Nash stable outcome and refer to the ratio between the social welfare of an optimal coalition structure and the one of such an equilibrium as to the price of stability. In this respect, we remark that a best Nash stable outcome has a natural meaning of stability, since it is the optimal solution among the ones which can be accepted by selfish agents. We provide upper and lower bounds on the price of stability for different topologies, both in case of weighted and unweighted edges. Beside the results for general graphs, we give refined bounds for various specific cases, such as triangle-free, bipartite graphs and tree graphs. For these families, we also show how to efficiently compute Nash stable outcomes with provable good social welfare.
机译:我们考虑分数享乐游戏,它是联盟形成游戏的一个子类,可以通过图形简洁地建模,在该图中节点代表代理,边缘权重对应端点的优先级。代理人加入联盟的幸福感或效用是她赋予其成员的平均值。我们采用Nash稳定结果作为目标解决方案概念;也就是说,我们关注的是没有代理人可以通过单方面改变自己的团队来提高其效用的州。我们为在常规和特定图形拓扑上玩的游戏提供存在性,效率和复杂性结果。关于效率结果,我们主要研究最佳纳什稳定结果的质量,并参考最优联盟结构的社会福利与这种均衡之一之间的比率(关于稳定价格)。在这方面,我们指出最佳的纳什稳定结果具有稳定性的自然含义,因为它是自私行为体可以接受的最优解决方案。在边缘加权和未加权的情况下,我们提供了不同拓扑的稳定性价格的上限和下限。除了一般图的结果外,我们还为各种特定情况(例如无三角形,二分图和树图)提供了精确的边界。对于这些家庭,我们还将展示如何有效地计算出具有可证明的良好社会福利的纳什稳定结果。

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