• DocumentCode
    1657705
  • Title

    A Novel Population Prediction Method Based on Optimization GM(1,1) Model

  • Author

    Changshun, Wei ; Yinhua, Shen ; Lisheng, Wei

  • Author_Institution
    Anhui Univ. of Technol. & Sci., Wuhu
  • fYear
    2007
  • Firstpage
    162
  • Lastpage
    165
  • Abstract
    In this paper, based on the research of grey theory and optimization theory, A new method of GM(1,1) is proposed, and the mathematical model is established. By using this method to choose the optimal grey parameter thetas(k) and smooth the original data sequence, the random properties of some non-stationary time series can be reduced and the GM model´s fitting precision and prediction precision is advanced. Experiments with modeling the population show that the method gives prediction values and practicable values better than those by common grey forecasting method.
  • Keywords
    grey systems; operations research; optimisation; time series; fitting precision; grey theory; mathematical model; nonstationary time series; optimal grey parameter; optimization GM(1,1) model; optimization theory; population prediction; prediction precision; Automation; Economic forecasting; Electronic mail; Finance; Logistics; Mathematical model; Mechatronics; Optimization methods; Prediction methods; Predictive models; GM(1,1); fitted precision; optimization grey prediction; population prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2007. CCC 2007. Chinese
  • Conference_Location
    Hunan
  • Print_ISBN
    978-7-81124-055-9
  • Electronic_ISBN
    978-7-900719-22-5
  • Type

    conf

  • DOI
    10.1109/CHICC.2006.4347611
  • Filename
    4347611