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  • 标题:The Safety Assessment of the Operation of Urban Rail Transit Based on Generalized Regression Neural Network
  • 本地全文:下载
  • 作者:Kai Guo ; Jingsheng Gao ; Junneng Ye
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:173
  • DOI:10.1051/matecconf/201817302021
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:This paper presented a methodology to assess the operation safety of the urban rail transit system by using the generalized regression neural network. By comparing the evaluated values with the graded scores of the experts, the results indicated that predictions by using the generalized regression neural network only have 5.38% averaged relative error compared with experts’ scores. Therefore, the GRNN was capable of evaluating and predicting the operation safety of the urban rail transit system.
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