• DocumentCode
    526901
  • Title

    Non-homogeneous Grey Model NGM(1,1) with initial value modification and its application

  • Author

    Cai, Mingshan

  • Author_Institution
    Dept. of Electr. & Inf. Eng., Hunan Univ. of Arts & Sci., Changde, China
  • Volume
    1
  • fYear
    2010
  • fDate
    10-11 July 2010
  • Firstpage
    102
  • Lastpage
    104
  • Abstract
    Aiming at the problem existing in determining original value of Non-homogeneous Grey Model NGM(1,1), by analysing model-constructing mechanism of non-homogeneous grey GM(1,1) model, the cause of the problem existed was found, and in order to minimize the quadratic sum of its fitting error, a new initial value determining approach is proposed and the calculating formula for determining initial value is deduced. The grey model NGM(1,1) proposed in this paper which is constructed based on optimal initial value determining method has the characteristic of high precision as well as high adaptability. Example of data processing validates the reliability and practicality of the model. So, it has great significance in theory and practice.
  • Keywords
    grey systems; initial value problems; NGM(1,1); initial value modification; nonhomogeneous Grey model; Adaptation model; Education; Reliability theory; Grey System; Initialization Condition; NGM(1,1) Model; Non-homogeneous; Precision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial and Information Systems (IIS), 2010 2nd International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-7860-6
  • Type

    conf

  • DOI
    10.1109/INDUSIS.2010.5565904
  • Filename
    5565904