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Existence of Nash Equilibria in Selfish Routing Problems

机译:存在纳什均衡在自私路由问题中的存在

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The problem of routing traffic through a congested network is studied. The framework is that introduced by Koutsoupias and Pa-padimitriou where the network is constituted by m parallel links, each having a finite capacity, and there are n selfish (noncooperative) agents wishing to route their traffic through one of these links: thus the problem sets naturally in the context of noncooperative games. Given the lack of coordination among the agents in large networks, much effort has been lavished in the framework of mixed Nash equilibria where the agent's routing choices are regulated by probability distributions, one for each agent, which let the system reach thus a stochastic steady state from which no agent is willing to unilaterally deviate. Recently Mavronicolas and Spirakis have investigated fully mixed equilibria, where agents have all non zero probabilities to route their traffics on the links. In this work we concentrate on constrained situations where some agents are forbidden (have probability zero) to route their traffic on some links; in this case we show that at most one Nash equilibrium may exist and we give necessary and sufficient conditions on its existence; the conditions relating the traffic load of the agents. We also study a dynamic behaviour of the network, establishing under which conditions the network is still in equilibrium when some of the constraints are removed. Although this paper covers only some specific subclasses of the general problem, the conditions found are all effective in the sense that given a set of yes/no routing constraints on each link for each agent, we provide the probability distributions that achieve the unique Nash equilibrium associated to the constraints (if it exists).
机译:研究了通过拥挤网络路由流量的问题。该框架是由Koutsoupias和Pa-padimitriou引入的,其中网络由M并行链路构成,每个都具有有限容量,并且希望通过这些链接之一来路由流量的N自私(非合作)代理:因此问题在非支持游戏的背景下自然地设置。鉴于大型网络中的代理商之间缺乏协调,在混合纳什均衡框架中造成了很大的努力,其中代理的路线选择由概率分布调节,每个试剂都是一个,这使得系统达到随机稳态没有代理人愿意单方面偏离。最近Mavronicolas和Spirakis已经调查了完全混合的均衡,其中代理商拥有所有非零概率,以便将其流量排放到链接上。在这项工作中,我们专注于受限制的情况,其中一些代理被禁止(具有概率为零),以在某些链接上路由流量;在这种情况下,我们表明,在大多数一纳什均衡可能存在,并且我们在其存在的情况下给予必要和充分的条件;有关代理商的交通负荷的条件。我们还研究了网络的动态行为,建立了在哪些条件下,当移除某些约束时,网络仍处于平衡状态。虽然本文仅介绍一般性问题的一些具体子类,发现情况都有效的,即给定一组是的/每个环节每个座席上没有布线约束,我们提供了实现的唯一纳什均衡的概率分布与约束相关联(如果存在)。

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