DocumentCode :
2099456
Title :
An algorithm on releasing range of traffic guidance information based on simulated annealing
Author :
Chen De-wang ; Pei Li-Jun ; Liu Jing
Author_Institution :
State Key Lab. of Rail Traffic Control & Safety, Beijing Jiaotong Univ., Beijing, China
fYear :
2010
fDate :
29-31 July 2010
Firstpage :
5366
Lastpage :
5371
Abstract :
In this paper, releasing range model of traffic guidance information is formulated based on combinatorial optimization by the correlation analysis of road traffic flow in time and space. As it is hard to get the optimal solution in a limited time through analysis, a greedy algorithm and a simulated annealing (SA) based algorithm are presented to solve the model. Some traffic flow data detected by remote microwave sensors in some road links in Beijing urban expressway are employed to compare the two algorithms. The results show that SA based algorithm has achieved better result even its running time is little longer than the greedy algorithm. Therefore the proposed SA based algorithms can be used to improve the pertinency, validity and automation of releasing traffic guidance information.
Keywords :
combinatorial mathematics; control engineering computing; correlation methods; greedy algorithms; microwave detectors; road traffic; simulated annealing; traffic information systems; Beijing urban expressway; combinatorial optimization; correlation analysis; greedy algorithm; optimal solution; releasing range model; remote microwave sensors; road links; road traffic flow; simulated annealing; traffic flow data; traffic guidance information; Algorithm design and analysis; Analytical models; Electronic mail; Roads; Simulated annealing; Stochastic processes; Combinatorial Optimization; Information Releasing Range; Simulated Annealing; Traffic Guidance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
Type :
conf
Filename :
5573130
Link To Document :
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