• DocumentCode
    354173
  • Title

    Chaos algorithm of multilayer feedforward neural network

  • Author

    Yaoqun, Xu ; Shufu, Wang ; Yanling, Hao ; Feng, Sun

  • Author_Institution
    Autom. Coll., Harbin Eng. Univ., China
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    857
  • Abstract
    By the use of the properties of ergodicity, a chaos algorithm for a multilayer feedforward neural network is proposed with combined logistic mapping and BP algorithm. This algorithm can make the BP algorithm skip the local minimum and can find the global minimum finally
  • Keywords
    backpropagation; chaos; convergence; feedforward neural nets; multilayer perceptrons; BP algorithm; chaos algorithm; ergodicity; global minimum; logistic mapping; multilayer feedforward neural network; Chaos; Convergence; Educational institutions; Feedforward neural networks; Logistics; Multi-layer neural network; Neural networks; Silicon compounds;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
  • Conference_Location
    Hefei
  • Print_ISBN
    0-7803-5995-X
  • Type

    conf

  • DOI
    10.1109/WCICA.2000.863352
  • Filename
    863352
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=354173