Game theory applied to urban traffic control problem

I. Alvarez, A. Poznyak
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引用次数: 34

Abstract

Traffic congestion is an issue in every major city. Among many approaches the game theory has presented feasible solutions. In this paper, a noncooperative approach which gives rise to a noncooperative game is studied, we propose to model signalized intersections as finite controlled Markov chains and a solution to optimize the congestion into an avenue. Each intersection is seen as noncooperative game where each player try to minimize its queue, so ϵ-Nash's equilibrium and Stackelberbg equilibrium are the solutions. This paper is focused on the traffic light control problem for urban traffic, using Game Theory and Extraproximal Method for its realization. The examples show the effectiveness of the suggested approach.
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博弈论在城市交通控制问题中的应用
交通拥堵是每个大城市都存在的问题。在众多方法中,博弈论给出了可行的解决方案。本文研究了一种产生非合作对策的非合作方法,提出了将信号交叉口建模为有限控制马尔可夫链的方法,并给出了一种优化拥塞成大道的解决方案。每个交叉点都被视为非合作博弈,其中每个参与者都试图最小化其队列,因此ϵ-Nash的均衡和Stackelberbg均衡是其解。本文主要研究城市交通中的交通灯控制问题,运用博弈论和超近邻方法对其进行实现。算例表明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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