• DocumentCode
    2912379
  • Title

    Improved modeling method of countdown transformation

  • Author

    Feng, Zheng ; Yong, Wei

  • Author_Institution
    China West Normal Univ., Nanchong
  • fYear
    2007
  • fDate
    18-20 Nov. 2007
  • Firstpage
    519
  • Lastpage
    523
  • Abstract
    In this paper, we analyze the model of countdown transformation on the basis of the mechanism of GM(1,1) model, and we conclude that countdown transformation may reduce the precision of GM(1,1) modeling, or countdown transformation may increase the precision of GM(1,1) modeling by some examples. We point out that the main function of increasing the model precision is not the countdown transformation, but lies in the background values optimization in the literature [3]. We propose a method of improving the monotone decreasing sequence in grey modeling prove the advantage of this method in theory. In the end, example illustrates the feasibility and the validity of this method.
  • Keywords
    forecasting theory; grey systems; optimisation; background value optimization; countdown transformation modeling method; grey prediction model; monotone decreasing sequence; Data models; Differential equations; Electronic mail; Helium; Intelligent systems; Least squares methods; Mathematics; Parameter estimation; Petroleum; Predictive models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-1294-5
  • Electronic_ISBN
    978-1-4244-1294-5
  • Type

    conf

  • DOI
    10.1109/GSIS.2007.4443328
  • Filename
    4443328