• DocumentCode
    1649458
  • Title

    On Multiplex Combination Forecasting Model Based on GA and ANN

  • Author

    Junfeng, Li ; Aiping, Yang ; Wenzhan, Dai ; Haipeng, Pan

  • Author_Institution
    Zhejiang Univ. of Sci., Hangzhou
  • fYear
    2007
  • Firstpage
    251
  • Lastpage
    255
  • Abstract
    In this paper, a new idea of the multiplex combination forecasting method based on genetic algorithm and artificial neural network is put forward. First, the frame of ANN for forecasting is constructed .Second, the algorithm for solving the weight of ANN by using of GA is presented .Finally, the method proposed in this paper is applied and results show its effectiveness.
  • Keywords
    backpropagation; forecasting theory; genetic algorithms; neural nets; ANN; GA; artificial neural network; backpropagation; genetic algorithm; multiplex combination forecasting model; Artificial neural networks; Economic forecasting; Educational institutions; Electronic mail; Finance; Genetic algorithms; Mechanical engineering; Prediction methods; Predictive models; Technology forecasting; Artificial Neural Network; Genetic Algorithm; Multiplex Combination Forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2007. CCC 2007. Chinese
  • Conference_Location
    Hunan
  • Print_ISBN
    978-7-81124-055-9
  • Electronic_ISBN
    978-7-900719-22-5
  • Type

    conf

  • DOI
    10.1109/CHICC.2006.4347258
  • Filename
    4347258
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1649458