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文章基本信息

  • 标题:The safety evaluation of management in chemical enterprise with generalized regression neural network
  • 本地全文:下载
  • 作者:Y Yuan ; X Zhou ; J Man
  • 期刊名称:IOP Conference Series: Earth and Environmental Science
  • 印刷版ISSN:1755-1307
  • 电子版ISSN:1755-1315
  • 出版年度:2019
  • 卷号:295
  • 期号:4
  • 页码:1-5
  • DOI:10.1088/1755-1315/295/4/042010
  • 出版社:IOP Publishing
  • 摘要:In order to better evaluate chemical enterprises, artificial neural networks including the back-propagation neural network, radial basis function neural network and generalized regression neural network were used in this paper. The management in chemical enterprise was evaluated. The expert scores and evaluation values are analyzed. The results show that the generalized regression neural network and the radial basis function neural network can better evaluate and predict the safety of chemical enterprises. The prediction of radial basis function neural network is more accurate.
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