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Study on Optimal Path Selection of Railway Emergency Based on Neural Network

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LISS 2014

Abstract

According to the characteristics of specificity and multi-goal property for the railway transportation organization in emergencies, this paper constructs the path evaluation index system from three aspects, including road network conditions, emergency management and emergency resources. Through the application of analytic hierarchy process, the weight of each evaluation index in the system is determined. In addition, the index is quantized by expert consultation and fuzzy processing with the establishment of three-level BP neural network evaluation model for alternative path assessment. Finally, the feasibility of this approach is proved with the use of algorithm cases.

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References

  • Almodovar M Carcia-Rodenas R. (2013) On-line reschedule optimization for pass-enger railways in case of emergencies. Comp Operations Res 40(3):725–736

    Article  Google Scholar 

  • Chen C (2010) Study on formulation of train operation scheme on high-speed railway in accident disaster conditions. Beijing Jiaotong University, Bejing

    Google Scholar 

  • Dong D, Pang Q, Wu Y. (2008) Modern comprehensive evaluation methods and case selection, 2nd edn. Tsinghua University Press, Beijng

    Google Scholar 

  • He F (2010) MATLAB realization of comprehensive evaluation method. China Social Sciences Press of China, Beijing

    Google Scholar 

  • Limin J, Yong Q, Cheng X (2011) Emergency management of modern railway. Science Beijing

    Google Scholar 

  • Wang Yu (2013) Study on transportation and organization in emergencies of Qinghai-Tibet railway. Southwest Jiaotong University, Chengdu

    Google Scholar 

  • Zheng Q (2012) Study on road network train transportation organization method in sudden conditions. Sichuan. Southwest Jiaotong University, Chengdu

    Google Scholar 

  • Zhengyuan X.(2010) Generation of train operation scheme for passenger transport line in large-area continuous snow disaster. Beijing Jiaotong University, Beijng

    Google Scholar 

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Acknowledgments

This research is sponsored the State Key Laboratory of Rail Traffic Control and Safety (No. RCS2011K013) of Beijing Jiaotong University.

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Authors and Affiliations

  1. School of Mechanical-Electronic and Vehicle Engineering, Beijing University of Civil Engineering and Architecture, 100044, Beijing, China

    Xiaogang Zhao

  2. State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, 100044, Beijing, China

    Yanping Du

  3. School of Mechanical Engineering, Beijing Institute of Graphic Communication, 102600, Beijing, China

    Yanping Du

Authors
  1. Xiaogang Zhao
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  2. Yanping Du
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Corresponding author

Correspondence to Xiaogang Zhao .

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Editors and Affiliations

  1. School of Economics and Management, Beijing Jiaotong University, Beijing, Beijing, China

    Zhenji Zhang

  2. Department of Industrial Engineering and Operations Research, University of California, Berkeley, California, USA

    Zuojun Max Shen

  3. School of Economics and Management, Beijing Jiaotong University, Beijing, China

    Juliang Zhang

  4. School of Economics and Management, Beijing Jiaotong University, Beijing, Beijing, China

    Runtong Zhang

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© 2015 Springer-Verlag Berlin Heidelberg

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Zhao, X., Du, Y. (2015). Study on Optimal Path Selection of Railway Emergency Based on Neural Network. In: Zhang, Z., Shen, Z., Zhang, J., Zhang, R. (eds) LISS 2014. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-43871-8_124

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