• 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