• DocumentCode
    3600345
  • Title

    Research on Optimal Variable Weight Combining Forecasting

  • Author

    Han, Dongmei ; Qin, Hengle ; Shao, Xuemin

  • Author_Institution
    Inf. Manage. & Eng. Inst., Shanghai Univ. of Finance & Econ., Shanghai, China
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, we consider fuzzy variable weight combining forecasting which based on optimal combining forecasting and integrate those two modeling methods. Studies show that: optimal combining forecasting combines forecasting methods in a period of time and makes forecast through fixing the weight of forecasting methods that in the combination. But it does not consider that the weight will vary in different time. Considering fuzzy variable weight combining forecasting, we can make optimization in the process of varying weight, so that we can combine the preciseness of optimization and circumstance adaptability of variable weight and then yield the optimal variable weight combining forecasting model. Empirical analysis of China´s GDP forecasting shows that the improved method has very good accuracy.
  • Keywords
    economic forecasting; optimisation; China; GDP forecasting; modeling method; optimal variable weight combining forecasting; Accuracy; Biological system modeling; Data models; Diversity reception; Economic indicators; Forecasting; Predictive models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
  • Print_ISBN
    978-1-4244-7159-1
  • Type

    conf

  • DOI
    10.1109/ICEEE.2010.5661490
  • Filename
    5661490