• DocumentCode
    2729518
  • Title

    Research about the Cooperation Fuzzy Chaos Neural Network

  • Author

    Zhang, Jianmin ; Wang, Kejun

  • Author_Institution
    Autom. Inst., Harbin Eng. Univ.
  • Volume
    1
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    2974
  • Lastpage
    2978
  • Abstract
    In order to imitate the structure and the function of human brain better, combining chaos fuzzy neural network, a structure model and the learning algorithm about fuzzy chaos neural network was proposed. The network with chaos characteristics is the neural network at the structure and is fuzzy system as for the function. The permanent magnet synchronous motor is used to demonstrate the effects of the neural network proposed. Computer simulations show that model of fuzzy chaos neural network and original chaotic system is equivalent. So the interaction among fuzzy system, neural network and chaos theory can explored, and then fuzzy chaos neural network model based control methodologies can be used to control chaos in chaotic system
  • Keywords
    brain models; fuzzy neural nets; learning (artificial intelligence); permanent magnet motors; computer simulations; fuzzy chaos neural network; human brain; learning algorithm; permanent magnet synchronous motors; Biological neural networks; Brain modeling; Chaos; Computer simulation; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Humans; Neural networks; Permanent magnet motors; Permanent Magnet Synchronous Motors; chaos neural networks; fuzzy chaos neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
  • Conference_Location
    Dalian
  • Print_ISBN
    1-4244-0332-4
  • Type

    conf

  • DOI
    10.1109/WCICA.2006.1712911
  • Filename
    1712911