DocumentCode
478522
Title
Research on the Coordination Optimization Method between Traffic Control and Traffic Guidance Based on Genetic Algorithm
Author
Guan, Qing ; Yang, Zhaosheng ; Wang, Yuan ; Hu, Jianmeng ; Qin, Jian
Author_Institution
Shanghai Baokang Electron. Control Eng. Co, Ltd., Shanghai
Volume
6
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
320
Lastpage
325
Abstract
This paper proposes a coordination optimization method between traffic control and traffic guidance so as to alleviate traffic congestion spatially and temporally. Firstly, this paper summarizes the state of art in this field and brings forward the existing problems. Secondly, considering both network equilibrium control optimization and signal timing optimization, a coordination optimization model including optimization objective function and restriction is proposed. Then, a solution algorithm based on genetic algorithm is proposed. Finally, this paper selects a region with 30 intersections in Changchun city as field test region, uses field data and simulation data to test the method. It comes a conclusion that this method could alleviate traffic congestion to some extent.
Keywords
genetic algorithms; road traffic; signal processing; traffic control; Changchun city; coordination optimization method; genetic algorithm; network equilibrium control optimization; optimization objective function; signal timing optimization; traffic congestion; traffic control; traffic guidance; Communication system traffic control; Control systems; Genetic algorithms; Heuristic algorithms; Optimization methods; Pollution; Roads; Testing; Timing; Traffic control; Genetic Algorithm; Traffic congestion; Traffic control; Traffic guidance;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.779
Filename
4667853
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