• DocumentCode
    2911918
  • Title

    The research of reaction abilities and errors distributions for the model of GM(1,1) to simulate equal difference and geometric ratio sequence

  • Author

    Tang, Xuewen ; Liu, Sifeng ; Fang, ZhiGeng ; Xu, XiangMin ; Dang, Yaoguo

  • Author_Institution
    Henan Agric. Univ., Zhengzhou
  • fYear
    2007
  • fDate
    18-20 Nov. 2007
  • Firstpage
    364
  • Lastpage
    368
  • Abstract
    The model of GM(1,1) is one of the most important sections in the gray system theories. The abilities of reaction, which the original sequence data are simulated by the GM(1,1), are always noticed by many scholars. However, it is stopped in evaluation of prediction errors in one or two examples that the problem is researched in the present. In this paper, the abilities of GM(1,1) simulation for non-vibration sequence data, in which there are equal difference geometric ratio sequence data, is systematically researched and analyzed with the way of systematic thoughts and theories methods. On the basis of above, the result we got from our research provides good referring and consulting for using the GM(1,1) to predict the future data.
  • Keywords
    error statistics; grey systems; sequences; series (mathematics); equal difference geometric ratio sequence data; gray system theory; prediction error distribution; statistical data series; Analytical models; Intelligent systems; Parameter estimation; Predictive models; Solid modeling;
  • 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.2007.4443298
  • Filename
    4443298