基于模糊遗传算法的单交叉口信号配时仿真

Q. Luo, Yufei Hou, Zhuoqun Wang
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引用次数: 1

摘要

交叉口是城市交通网络的重要组成部分,是交通拥堵的多发地点。合理有效地组织交叉口交通是解决城市交通问题的关键之一。本文以具体的单个交叉口为研究对象,采用视频交通数据采集技术,考虑实时交通流决定的信号周期和相位时间。提出了一种基于单目标约束的自适应配时模型,以减少交叉口延误。该模型通过模糊遗传算法实现。Matlab仿真分析和一系列的比较表明,优化模型和遗传算法的方法是有效可行的。
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Signal Timing Simulation of Single Intersection based on Fuzzy-Genetic Algorithm
Intersection is an important component of the urban transport network, in where traffic congestion usually takes place. One of the key to solve urban transport problems is to organize the traffic in the intersection reasonably and effectively. This paper does research on a specific single intersection, using the video traffic data collection technology, considering signal cycle and phase time which are decided by a real-time traffic flow. The paper developed a self-adaptive timing model on the single target constraint to reduce intersection delay. The model is carried out through fuzzy-genetic algorithm. Matlab simulation analysis and a series of comparison show that the methods of optimization models and genetic algorithm are effective and feasible.
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