Title :
Urban Trunk Road Traffic Signal Coordinated Control Based on Multi-Objective Immune Algorithm
Author :
Luo Pei ; Ma Qian ; Huang Hui-xian
Author_Institution :
Coll. of Inf. Eng., Xiangtan Univ. Xiangtan, Xiangtan
Abstract :
In order to reduce traffic delay, a novel urban trunk road traffic signal coordinated control method was presented. Firstly, a multi-objective immune algorithm based on multi-population was proposed. By this way, it can effectively prevent population retrogression; promote diversity and the whole optimal searching ability of genetic algorithm. Considering the traffic delay of the uplink vehicles and the down vehicles at different times on the trunk road, the objection function for total delay is set up, and the objection function optimization based on multi-population immune algorithm is implemented through adjusting the phase difference at intersections. Finally, compared with the genetic algorithms and the method of fixed phase difference, the simulation results of this novel control method have verified the obvious advantage.
Keywords :
artificial immune systems; genetic algorithms; road traffic; fixed phase difference; genetic algorithm; multiobjective immune algorithm; multipopulation immune algorithm; objection function optimization; urban trunk road traffic signal coordinated control; Automatic control; Biological system modeling; Communication system traffic control; Delay effects; Genetic algorithms; Immune system; Road vehicles; Robotics and automation; Traffic control; Vaccines; Multi-Objective; coordinated control; immune algorithm; traffic signal;
Conference_Titel :
Informatics in Control, Automation and Robotics, 2009. CAR '09. International Asia Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-3331-5
DOI :
10.1109/CAR.2009.99