• DocumentCode
    2343378
  • Title

    Tower-Topology of Fuzzy Optimization Bp Neural Networks and a Case Study

  • Author

    Chunling, Chai ; Haifeng, Wang ; Yanna, Su

  • Author_Institution
    Agric. Univ. of Hebei, Baoding, China
  • Volume
    2
  • fYear
    2010
  • fDate
    18-20 Dec. 2010
  • Firstpage
    860
  • Lastpage
    863
  • Abstract
    Fuzzy optimization neural networks combines neural networks model with fuzzy optimization model, its application must establishes fixed expression topology according to actual problem. Aiming at the experiments in which multiple stages, influence factors and treatment levels should be considered, a tower-topology is established to simulate relationships between factors and results in this paper. In the topology, useless connections must be deleted and connection weights are constrained in. Through a case study of irrigation experiments, the relationship between treatment levels and yield is presented by more precisely than a traditional model.
  • Keywords
    backpropagation; fuzzy neural nets; fuzzy set theory; optimisation; topology; BP neural network; fixed expression topology; fuzzy optimization; irrigation experiment; tower topology; Fuzzy optimization neural networks; connections weights; simulate; tower-topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2010 International Conference on
  • Conference_Location
    ChangSha
  • Print_ISBN
    978-0-7695-4286-7
  • Type

    conf

  • DOI
    10.1109/ICDMA.2010.466
  • Filename
    5701542