全信息交通流最优控制问题*

E. Sofronova, A. Diveev
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引用次数: 5

摘要

研究了城市路网交通流最优控制问题。假设交通流和机动的所有信息都是已知的。最优控制问题是在被控制的交叉口找到信号相位的持续时间,从而在考虑的路网中提供最优的交通估计。优化标准包括对违反约束的惩罚。为了找到最优控制程序,采用了变分遗传算法。所研究的交通流模型是一个基于控制网络理论的数学模型。讨论了该模型的一些性质。确定临界状态的问题被公式化了。研究了一个由四个受控交叉口组成的网络的最优控制问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Traffic Flows Optimal Control Problem with Full Information*
A traffic flows optimal control problem in an urban road network is considered. It is assumed that all information on the traffic flows and maneuvers is known. The optimal control problem is to find duration of signal phases at controlled intersections that provide optimal traffic estimation in the considered road network. optimization criteria include penalties for violation of constraints. To find the optimal control program a variation genetic algorithm is used. The traffic flow model under study is a mathematical model based on the controlled networks theory. Some properties of the model are discussed. The problem of determining the critical states is formulated. An optimal control problem for a network of four controlled intersections is solved.
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