• DocumentCode
    643328
  • Title

    Simulation Error Characteristics of Grey Model GM(1,1) under Translation Transformation

  • Author

    Yong Wang ; Qinbao Song ; Bo Zeng ; Jin Liu

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Ocean Univ. of China, Qingdao, China
  • fYear
    2013
  • fDate
    24-25 Sept. 2013
  • Firstpage
    137
  • Lastpage
    141
  • Abstract
    To reveal the change law of the simulation error of grey model GM(1,1) with translation transformation applying on the original sequence, in this paper, the experiments based on 55 real world data sequences have been conducted to study how the translation transformation influences the grey models´ error characteristics. The results show that a larger translation transformation can make the total error between the model sequence and the original sequence toward zero, and the model precision remains independent. The conclusion implies that we can use translation transformation to change the original sequence data level to simplify the model building without changing the model precision.
  • Keywords
    error statistics; grey systems; GM(1,1) model; data sequences; grey model error characteristics; model precision; simulation error characteristics; translation transformation; Computational modeling; Data models; Educational institutions; Mathematical model; Predictive models; Software; 1); GM(1; Grey Model; Translation Transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence, Modelling and Simulation (CIMSim), 2013 Fifth International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4799-2308-3
  • Type

    conf

  • DOI
    10.1109/CIMSim.2013.30
  • Filename
    6663176