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Tight Inefficiency Bounds for Perception-Parameterized Affine Congestion Games

机译:感知参数化仿射游戏的紧密效率界

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We introduce a new model of congestion games that captures several extensions of the classical congestion game introduced by Rosenthal in 1973. The idea here is to parameterize both the perceived cost of each player and the social cost function of the system designer. Intuitively, each player perceives the load induced by the other players by an extent of ρ ≥ 0, while the system designer estimates that each player perceives the load of all others by an extent of σ ≥ 0. For specific choices of ρ and σ, we obtain extensions such as altruistic player behavior, risk sensitive players and the imposition of taxes on the resources. We derive tight bounds on the price of anarchy and the price of stability for a large range of parameters. Our bounds provide a complete picture of the inefficiency of equilibria for these games. As a result, we obtain tight bounds on the price of anarchy and the price of stability for the above mentioned extensions. Our results also reveal how one should "design" the cost functions of the players in order to reduce the price of anarchy. Somewhat counterintuitively, if each player cares about all other players to the extent of ρ = 0.625 (instead of 1 in the standard setting) the price of anarchy reduces from 2.5 to 2.155 and this is best possible.
机译:我们介绍了一个新的拥塞游戏模型,捕获了1973年罗森希尔介绍的古典拥塞游戏的若干扩展。这里的想法是参数化每个玩家的感知成本以及系统设计师的社会成本函数。直观地,每个玩家通过ρ≥0的程度感知由其他玩家引起的负荷,而系统设计人员估计每个玩家通过σ≥0的程度将所有其他玩家的负载感知为σ≥0。对于ρ和σ的特定选择,我们获得诸如利他播放机行为,风险敏感球员和资源税收的扩展。我们在无政府状态价格和大范围参数的价格上获得了紧张的界限。我们的界限为这些游戏提供了完整的均衡效率效率。因此,我们获得了无政府状态价格的紧张界限和上述扩展的稳定性。我们的结果还揭示了如何“设计”玩家的成本职能,以降低无政府状态的价格。如果每个玩家都关心所有其他玩家,以ρ= 0.625(而不是标准设置中的1),无政府状态的价格从2.5到2.155减少,这是最好的。

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