• DocumentCode
    3210339
  • Title

    Chaos Algorithm of Multilayer Feedforward Neural Network

  • Author

    Jia-hai Zhang ; Yao-qun Xu

  • Author_Institution
    Coll. of Electr. & Autom. Eng., Sanjiang Univ., Nanjing, China
  • fYear
    2006
  • fDate
    7-11 Aug. 2006
  • Firstpage
    1096
  • Lastpage
    1098
  • Abstract
    By the use of the properties of ergodicity, a chaos algorithm for multilayer feedforward neural network is proposed with combining logistic mapping and BP algorithm. This algorithm can make BP algorithm to skip the local minimum and can find the global minimum finally.
  • Keywords
    backpropagation; chaos; feedforward neural nets; stochastic processes; backpropagation algorithm; chaos algorithm; ergodicity; logistic mapping; multilayer feedforward neural network; Chaos; Control theory; Convergence; Educational institutions; Electronic mail; Feedforward neural networks; Logistics; Multi-layer neural network; Neural networks; TV; Chaos; convergence; global optimal; multilayer feedforward neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2006. CCC 2006. Chinese
  • Conference_Location
    Harbin
  • Print_ISBN
    7-81077-802-1
  • Type

    conf

  • DOI
    10.1109/CHICC.2006.280562
  • Filename
    4060246
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3210339