• DocumentCode
    3501938
  • Title

    Novel non-equidistant GM(1,1) model with modified x(tn) taken as the initial value for line-drawing data processing

  • Author

    Luo, Youxin ; Che, Xiaoyi

  • Author_Institution
    Coll. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
  • Volume
    4
  • fYear
    2009
  • fDate
    8-9 Aug. 2009
  • Firstpage
    10
  • Lastpage
    13
  • Abstract
    Based on the exponential trait of grey model and the definition of integral, the reconstruction method of GM(1,1) model´s background value function of nonequal distance sequence was put forward, the approximately expressions of parameters of the background value function were obtained, and a kind of nonequidistant optimum grey model GM(1,1) with modified x(tn) taken as the initial value of response solution to line drawing data processing in computer aided design was proposed, the method of precision inspection was introduced. Then, the programming was implemented with Matlab 7.6 language. An example was given, the results were compared with the results based other grey models, respectively. The method can be used for model establishing on equal interval, as well as on noninterval. Moreover, GM(1,1) model´s fitting precision and prediction is advanced and the scope of application is enlarged. The model is simple and practical, and has a generalizing value in the field of CAD.
  • Keywords
    CAD; grey systems; mathematics computing; Matlab 7.6 language; background value function; computer aided design; line drawing data processing; nonequal distance sequence; nonequidistant grey model; Art; Computer languages; Data processing; Design automation; Educational institutions; Inspection; Mathematical model; Mechanical engineering; Predictive models; Reconstruction algorithms; CAD; Data mining; background value; grey model; non-equidistant sequence; optimizing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communication, Control, and Management, 2009. CCCM 2009. ISECS International Colloquium on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-4247-8
  • Type

    conf

  • DOI
    10.1109/CCCM.2009.5267846
  • Filename
    5267846