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作者:

Chen, Yan-Yan (Chen, Yan-Yan.) (学者:陈艳艳) | Zhu, Yue-Hua (Zhu, Yue-Hua.) | Wang, Zhen-Bao (Wang, Zhen-Bao.) | Shi, Jian-Gang (Shi, Jian-Gang.)

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摘要:

The author attempts to do research on effect factors related to proportion of transit trips first in this paper. BP neural network prediction model is established, based on available city traffic survey data. Meanwhile, we develop corresponding programs by taking advantage of neural network toolbox in MATLAB. It is evident that it has characteristics of high learning capability, accurate prediction and convenience. And it provides a thinking and method of proportion of transit trips prediction research as a reference.

关键词:

Backpropagation Forecasting Land use MATLAB Neural networks Traffic surveys

作者机构:

  • [ 1 ] [Chen, Yan-Yan]Key Laboratory of Transportation Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Zhu, Yue-Hua]Key Laboratory of Transportation Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Wang, Zhen-Bao]College of Civil Engineering, Hebei University of Engineering, Handan 056038, China
  • [ 4 ] [Shi, Jian-Gang]Key Laboratory of Transportation Engineering, Beijing University of Technology, Beijing 100022, China

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来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2008

期: 2

卷: 34

页码: 173-177

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