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Tight Inefficiency Bounds for Perception-Parameterized Affine Congestion Games

机译:感知参数化仿射拥塞游戏的严格无效率界

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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:我们引入了一种新的拥塞游戏模型,该模型捕获了Rosenthal于1973年引入的经典拥塞游戏的几个扩展。此处的想法是参数化每个玩家的感知成本和系统设计师的社会成本函数。直观地讲,每个参与者感知到其他参与者所承受的负载为ρ≥0,而系统设计人员估计,每个参与者感知到的所有其他玩家所承受的负载为σ≥0。对于ρ和σ的特定选择,我们获得了一些扩展,例如利他行为者的行为,对风险敏感的参与者以及对资源征税。我们得出了无政府状态价格和各种参数的稳定性价格的严格界限。我们的界限提供了这些游戏平衡效率低下的完整图景。结果,对于上述扩展,我们获得了无政府状态价格和稳定性价格的严格界限。我们的结果还揭示了人们应该如何“设计”参与者的成本函数,以降低无政府状态的价格。有点违反直觉的是,如果每个玩家关心所有其他玩家达到ρ= 0.625(而不是标准设置中的1),那么无政府状态的价格将从2.5降低到2.155,这是最好的可能。

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