• DocumentCode
    1895906
  • Title

    A Novel Algorithm on BP-Neural Network

  • Author

    Wang, Bo

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Jinggangshan Univ., Jian, China
  • Volume
    1
  • fYear
    2012
  • fDate
    23-25 March 2012
  • Firstpage
    506
  • Lastpage
    509
  • Abstract
    Because during the net work learning, BP fall into local minimum, this article proposed a prove algorithm that change the learning gradient, and adjust the weight and threshold, in order to speed up the network´s learning speed. At last, this method was used to, study sample at the fuzzy reasoning layer by BP calculation method, obtain professional experience and ways of thinking about bridage safety assessment via the network. Finally, compare the assessment results from the network with those from professionals. The comparison proves the artificial BP-neural network´s more feasibility and efficiency.
  • Keywords
    backpropagation; bridges (structures); fuzzy reasoning; neural nets; safety; structural engineering computing; BP calculation method; BP neural network; backpropagation; bridge safety assessment; fuzzy reasoning; learning gradient; network learning; Bridges; Communication cables; Educational institutions; Power cables; Safety; Structural beams; Vectors; BP Model; BP algorithm; BP neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-0689-8
  • Type

    conf

  • DOI
    10.1109/ICCSEE.2012.117
  • Filename
    6187896