• DocumentCode
    1592330
  • Title

    Fast Algorithm of Evolutional Learning Neural Network

  • Author

    Xu, Zhong-hua ; Chen, Wei-bing ; Yang, Wei-feng ; Liu, Fengnian

  • Author_Institution
    Sch. of Comput. & Commun., Hunan Univ. of Technol., Zhuzhou, China
  • fYear
    2012
  • Firstpage
    262
  • Lastpage
    265
  • Abstract
    The neural networks have been widely applied to optimum calculation and solution of complicated problems. In particular, the evolutional learning neural network has better characteristic and higher precision than other neural networks. But the slow computational rate of evolutional learning and the local-optimum of the evolutional learning neural network seriously influence its application. In this paper, the fast algorithm combining the gradient descent algorithm with the evolutional learning algorithm can effectively solve above problems. This neural network has been extensively applied.
  • Keywords
    evolutionary computation; neural nets; evolutional learning neural network; gradient descent algorithm; Backpropagation; Biological neural networks; Computational modeling; Computers; Educational institutions; Production; Vectors; Evolutional learning; Gradient descent algorithm; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Design and Engineering Application (ISDEA), 2012 Second International Conference on
  • Conference_Location
    Sanya, Hainan
  • Print_ISBN
    978-1-4577-2120-5
  • Type

    conf

  • DOI
    10.1109/ISdea.2012.712
  • Filename
    6173198