• DocumentCode
    493772
  • Title

    Study on Route Travel Time Prediction Based on RBF Neural Network

  • Author

    Zhu, Gengxian ; Wang, Xiuli

  • Author_Institution
    Syst. Eng. Inst., Tianjin Univ., Tianjin
  • Volume
    2
  • fYear
    2009
  • fDate
    7-8 March 2009
  • Firstpage
    1118
  • Lastpage
    1122
  • Abstract
    This paper introduces the character structure and implement of RBF neural network, then puts forward a RBF network model to predict travel time. via a great deal of experiments, in the end, this paper proves that RBF neural network is quick appropriate and accurate for route travel time prediction.
  • Keywords
    radial basis function networks; RBF neural network; radial basis function; route travel time prediction; Character recognition; Mathematical model; Neural networks; Neurons; Predictive models; Radial basis function networks; Space exploration; Telecommunication traffic; Traffic control; Transportation; BP Neural Network; RBF Neural Network; Travel Time Prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-1-4244-3581-4
  • Type

    conf

  • DOI
    10.1109/ETCS.2009.517
  • Filename
    4959229
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=493772