• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 18 Issue 3
Jun.  2005
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Article Contents
XU Jun, DUWen, ZENG Qi. Evaluation of Sustainable Development in CoalEnterprises Based on BP NeuralNetwork[J]. Journal of Southwest Jiaotong University, 2005, 18(3): 375-379.
Citation: XU Jun, DUWen, ZENG Qi. Evaluation of Sustainable Development in CoalEnterprises Based on BP NeuralNetwork[J]. Journal of Southwest Jiaotong University, 2005, 18(3): 375-379.

Evaluation of Sustainable Development in CoalEnterprises Based on BP NeuralNetwork

  • Publish Date: 25 Jun 2005
  • Based on analyzing the existingmethods for evaluation of sustainable development of coal enterprises, an evaluation-index system was established. A neuralnetworkmodelwithmulti-hierarchic structurewas built based on error back-propagation (BP) algorithm. The conjunction weights of the neural network are modified layer by layer from output layer to input layer in the process of neural network training to reduce the errors between the anticipated and actual outputs. A case study was conducted and itverified the validity and accuracy of the proposedmethod.

     

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      沈阳化工大学材料科学与工程学院 沈阳 110142

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