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
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;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.779