基于人工智能的轨道交通信号配时自动控制方法探讨

Discussion on automatic timing control method of rail transit signal based on artificial intelligence

针对SCOOT交通信号配时系统在使用过程中,存在着整体控制效果不佳的情况。文章采用人工智能的轨道交通信号配时自动控制方法,该方法可以在控制过程中构建城市轨道交通的配时控制模型,然后,将遗传算法和蚁群算法相结合,实现轨道交通的配时自动控制性能。文章主要研究了基于人工智能下轨道交通信号配置自动控制的方法,分析了轨道交通信号配时自动控制应用中的原理,并对轨道交通信号配时自动控制的具体实现过程进行分析。

SCOOT traffic signal timing system is initially used in the timing control of rail transit signals in China,because the overall control effect is not good in the use of this traffic signal timing system.Therefore,at present,in the process of timing control of rail transit signals,the automatic timing control method of artificial intelligence has been adopted.The timing control model of urban rail transit can be built through the automatic timing control of artificial intelligence.Then,the genetic algorithm and ant colony algorithm are combined to realize the timing control performance of urban rail transit.This paper mainly studies the method of automatic control of rail transit signal configuration based on artificial intelligence.Firstly,the principle of the application of automatic control of rail transit signal timing is analyzed,and then the specific realization process of automatic control of rail transit signal timing is analyzed.