• DocumentCode
    2998673
  • Title

    Fuzzy BP neural network optimized by PSO for performance evaluation of the whole ecotype supply chain

  • Author

    Huang, Yuansheng ; Qiu, Zilong ; Liu, Qingchao

  • Author_Institution
    Dept. of Econ. & Manage., North China Electr. Power Univ., Baoding
  • fYear
    2008
  • fDate
    1-3 Sept. 2008
  • Firstpage
    1598
  • Lastpage
    1603
  • Abstract
    The concept and characteristics of the ecotype supply chain are discussed in the paper firstly, and then a further improvement of performance evaluation index system of ecotype supply chain is made. Based on the above discussion, a fuzzy BP neural network evaluation method which optimized by PSO is established. Through an example, the proposed method is used to evaluate the performance of an ecotype supply chain according to the evaluation criteria, which offers effective decision-making approach for the sustainable development of the enterprises in the future market competition.
  • Keywords
    backpropagation; decision making; ecology; fuzzy neural nets; particle swarm optimisation; performance index; supply chains; sustainable development; PSO; decision-making approach; ecotype supply chain; fuzzy BP neural network evaluation method; performance evaluation index system; sustainable development; Environmental economics; Environmental management; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Neural networks; Protection; Supply chain management; Supply chains; Sustainable development; Ecotype chain; Evaluation index system; Fuzzy BP neural network; PSO;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-2502-0
  • Electronic_ISBN
    978-1-4244-2503-7
  • Type

    conf

  • DOI
    10.1109/ICAL.2008.4636409
  • Filename
    4636409