DocumentCode :
2495195
Title :
Multi-agent fuzzy signal control with bus priority
Author :
Kong, Xiangjie ; Shen, Guojiang ; Xu, Weiming ; Pan, Guoan ; Sun, Youxian
Author_Institution :
State Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
6937
Lastpage :
6942
Abstract :
An urban region traffic intelligent coordinated control method based on multi-agent is presented, and the control target is to make bus-weighted vehicle average delay least. A two-layer hierarchical control architecture is used. The high-layer is the zone intelligent controller (ZCA) deciding key intersection and adjusting common cycle length real-time. The low-layer is constructed by intersection intelligent controllers (ICA). An ICA is divided into 3 modules: phase choosing module, green observation module and decision module. ICAs cooperating with each other, can optimize phase sequence and phase length. Multi-agent fuzzy signal control strategy with bus priority is used and the fuzzy rules are optimized by genetic algorithm (GA). Simulation results indicate, compared with fixed-time control, this control strategy can reduce social vehicles mean delay efficiently, and reduce bus mean delay more.
Keywords :
control engineering computing; fuzzy control; genetic algorithms; intelligent control; multi-agent systems; road traffic; bus priority; bus-weighted vehicle average delay; fixed-time control; fuzzy rules; genetic algorithm; intersection intelligent controllers; multiagent fuzzy signal control; two-layer hierarchical control architecture; urban region traffic intelligent coordinated control method; zone intelligent controller; Automation; Delay; Fuzzy control; Genetic algorithms; Independent component analysis; Industrial control; Intelligent control; Laboratories; Traffic control; Vehicles; bus priority; fuzzy rules; genetic algorithm; multi-agent; urban region traffic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4593991
Filename :
4593991
Link To Document :
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