• DocumentCode
    1689182
  • Title

    Improvement of background value and its application in non-equidistance GM (1, 1) modeling

  • Author

    Wei, Xiong ; Aiping, Yang ; Wenzhan, Dai

  • Author_Institution
    Dept. of Autom. Control, Zhejiang Sci-Tech Univ., Hangzhou, China
  • fYear
    2010
  • Firstpage
    5919
  • Lastpage
    5923
  • Abstract
    Based on the geometric explanation of integral, a new construction method of GM(1,1)´s background value for non-equidistance sequence is put forward by using approach that actual area is substituted by summation of small rectangle area and small echelon area. Because the method is able to optimize the result of modeling, so the GM(1,1)´s fitting precision and prediction precision are advanced greatly The method is applied in building model of relation between titanium alloy fatigue strength and temperature change, the result proves its validity and enlarges the scope of GM(1,1) ´s application wildly.
  • Keywords
    grey systems; modelling; sequences; titanium alloys; echelon area; grey model; nonequidistance sequence; prediction precision; rectangle area; Biological system modeling; Data models; Fatigue; Fitting; Mathematical model; Predictive models; Background value; Grey Model; Non-equidistance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554504
  • Filename
    5554504