A coordinated signal control method for arterial road of adjacent intersections based on the improved genetic algorithm

被引:15
|
作者
Yang Xinwu [1 ]
Wang Qiaohui [1 ]
Xue Huibin [1 ]
Xu Xiaoyan [1 ]
机构
[1] Beijing Univ Technol, Coll Comp Sci, Beijing Municipal Key Lab Multimedia & Intelligen, Beijing 100124, Peoples R China
来源
OPTIK | 2016年 / 127卷 / 16期
关键词
Urban traffic; Vehicle delay; Improved genetic algorithm; Signal coordinated control system for arterial road; Adjacent intersection;
D O I
10.1016/j.ijleo.2016.04.044
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
To reduce the vehicle delay effectively, a coordinated signal control method for arterial road of adjacent intersections has been proposed, which is based on the genetic algorithm improved. The method takes the signal coordinated control system for arterial road of adjacent intersections as the research object, by analyzing the signal states encountered by the head and tail of fleet before the crossing of the arterial road, and adopting the minimum total delay of waiting queue team as the performance index, to establish the coordinate control system optimization model for arterial road, in which a cycle length, signal timing and phase difference are optimization parameters. And the method introduce minimum spanning tree clustering idea to improve the defects of the standard genetic algorithm (Standard Genetic Algorithms, SGA), and then optimizes the aforementioned the coordinate control system optimization model for arterial road. The experiment shows that the results obtained by the improved genetic algorithm are better than the ones obtained by standard genetic algorithm and traditional algebraic method respectively. (C) 2016 Elsevier GmbH. All rights reserved.
引用
收藏
页码:6625 / 6640
页数:16
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