• DocumentCode
    2483389
  • Title

    The research on GM(1,1) based on simple Gaussian function transformation

  • Author

    Le Liu ; Wang, Hongguo ; Wang, Baowei

  • Author_Institution
    Sch. of Manage. & Econ., Shandong Normal Univ., Jinan
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    2589
  • Lastpage
    2594
  • Abstract
    This paper proposed a new method to enhance the smooth degree of the data series based on simple Gaussian function lscr-x 2. It was proved that the new method was effective and its effect was better than logarithmic-power function transformation theoretically. When all the values of the whole data series ranged from 1 to lscr , this method still could improve prediction precision. Grey models of yield of aquatic products and population in China recent years were built by means of the proposed method at the end of the paper respectively. Their results show the effectiveness and robustness of the proposed method.
  • Keywords
    Gaussian processes; queueing theory; series (mathematics); Gaussian function equation; aquatic products; data series; grey models; logarithmic-power function transformation; simple Gaussian function transformation; Automation; Data engineering; Electronic mail; Engineering management; Information science; Intelligent control; Paper technology; Robustness; Technology management; gaussian function; grey model; smooth degree;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4593330
  • Filename
    4593330