The invention provides a distributed traffic control method and system based on multi-agent dynamic structure recombination. The method comprises the following steps: initializing a traffic light controller of each intersection of a road network into an agent according to acquired road network data; the intelligent agent exchanges information with a neighbor intelligent agent; the intelligent agents independently carry out calculation according to the road condition information obtained by the intelligent agents, and the association degree value of each neighbor intelligent agent is obtained; the intelligent agent makes a decision according to the association degree value to obtain a corresponding decision result; and executing the decision result, and redistributing the control right of the intelligent agent to the intersection. According to the invention, multiple agents are introduced into the traffic control system, so that the problem of dimension explosion caused by a centralized traffic control system can be solved, and the congestion condition of a traffic intersection can be effectively relieved.
本发明提供了一种基于多智能体动态结构重组的分布式交通控制方法及系统,包括:根据获取的路网数据将路网的每个路口的交通灯控制器初始化为一个智能体;所述智能体与邻居智能体之间交换信息;智能体根据自身获得的路况信息独立进行计算,得到与每个邻居智能体的关联程度值;智能体根据所述关联程度值进行决策得到对应的决策结果;执行所述决策结果,重新分配智能体对路口的控制权。本发明将多智能体引入交通控制系统中,能够解决集中式交通控制系统导致的维度爆炸问题,有效地缓解交通路口的拥堵状况。
Distributed traffic control method and system based on multi-agent dynamic structure recombination
基于多智能体动态结构重组的分布式交通控制方法及系统
2024-12-20
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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