DocumentCode
691220
Title
Coordinate Signal Control in Trunk Road Based on Genetic BP Neural Network
Author
Shao-Jiao Lv ; Chun-gui Li ; Zhe-ming Li
Author_Institution
Dept. of Electr. & Inf. Eng., Guangxi Univ. of Sci. & Technol. Liuzhou, Liuzhou, China
fYear
2013
fDate
21-23 Sept. 2013
Firstpage
1449
Lastpage
1451
Abstract
To achieve a minimal time to through the urban traffic trunk road. However, the traditional analytical algorithm can not be applied in actual traffic widely. By combining the genetic BP neural network with the traditional analytical, A novel dynamic two-direction green wave coordinate control strategy was proposed, which applied in solving the function optimization problem. Finally, the new algorithm is compared with the existing algorithms for simulation experiments, The experiment results shows that the method on convergence and optimization results were improved.
Keywords
backpropagation; genetic algorithms; neurocontrollers; road traffic control; coordinate signal control; dynamic two-direction green wave coordinate control strategy; function optimization problem; genetic BP neural network; urban traffic trunk road; Algorithm design and analysis; Educational institutions; Genetics; Heuristic algorithms; Neural networks; Optimization; Roads; Genetic BP Neural Network; The delayed time; coordinate signal control; the traditional analytical algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/IMCCC.2013.323
Filename
6840713
Link To Document