LIU Wei-ming, GUAN Li-ping, YIN Xiang-yuan. Method of service level classification for ETC toll plaza based on neural network[J]. Journal of Traffic and Transportation Engineering, 2003, 3(3): 93-95.
Citation: LIU Wei-ming, GUAN Li-ping, YIN Xiang-yuan. Method of service level classification for ETC toll plaza based on neural network[J]. Journal of Traffic and Transportation Engineering, 2003, 3(3): 93-95.

Method of service level classification for ETC toll plaza based on neural network

More Information
  • Author Bio:

    LIU Wei-ming(1963-), male, professor, 86-731-5210306, lwmyxxjf@sohu.com

  • Received Date: 2003-02-25
  • Publish Date: 2003-09-25
  • In view of the difficulty and complexity of mathematical and physical method to classify the service levels and the good self-organization behavior and robustness of Kohonen neural network, this paper applied Kohonen neural network to classify the service levels for a certain toll plaza with ETC toll lanes and stop toll lanes. The results indicate that this method is potentially applicable in practice.

     

  • loading
  • [1]
    刘伟铭. 高速公路收费系统理论与方法[M]. 北京: 人民交通出版社] 2000.
    [2]
    美国交通研究委员会] 任福田. 道路通行能力手册(第三版) [M]. 北京: 中国建筑工业出版社] 1991.
    [3]
    刘伟铭. 高速公路系统控制方法[M]. 北京: 人民交通出版社] 1998.
    [4]
    Lin Feng-Bor] Su Cheng-Wei. Level-of-service analysis of toll plazas on freeway main lines[J]. Journal of Transportation Engineering] 1994] 120(2): 246-263. doi: 10.1061/(ASCE)0733-947X(1994)120:2(246)
    [5]
    Lin F B] Lin M W. Modeling traffic delays at northern new york border crossings[J]. Journal of Transportation Engineering] 2001] 127(6): 540-545. doi: 10.1061/(ASCE)0733-947X(2001)127:6(540)
    [6]
    Bhargab Maitra] Sikdar P K] Dhingra S L. Modeling congestion on urban roads and assessing level of service[J]. Journal of Transportation Engineering] 1999] 125(6): 508-514.
    [7]
    Yang Hai] Qiao Feng-Xiang. Neural network approach to classification of traffic flow states[J]. Journal of Transportation Engineering] 1998] 124(6): 521-525.
    [8]
    闻新. MATLAB神经网络应用设计[M]. 北京: 科学出版社] 2000.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (240) PDF downloads(524) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return