• DocumentCode
    2912182
  • Title

    GM (1, 1) Model based on the transformation of function [1/(a − e− bx )]

  • Author

    Liu, Rongcheng ; Yang, Aiping ; Dai, Wenzhan

  • fYear
    2007
  • fDate
    18-20 Nov. 2007
  • Firstpage
    440
  • Lastpage
    444
  • Abstract
    In this paper, the grey model (GM) based on the function 1/a-e-bx transformation is proposed. It is proved theoretically that function 1/a-e-bx transformation can prevent discrete series from changing rapidly so as to satisfy with GM conditions, and the series after being transformed by 1/a-e-bx has better smooth degree than those by logarithm function being transformed. The GM precision based on 1/a-e-bx is improved greatly. The method is especially suit for modeling series that changes fast, and it can expand the range of GM application wildly. Finally the method is applied in building the model of average wage of staff and workers in China and the results show the effectiveness of the approach.
  • Keywords
    economic forecasting; functions; grey systems; personnel; salaries; series (mathematics); discrete series; economic forecasting; function transformation; grey model; staff wage; Intelligent systems; Remuneration; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-1294-5
  • Electronic_ISBN
    978-1-4244-1294-5
  • Type

    conf

  • DOI
    10.1109/GSIS.2007.4443313
  • Filename
    4443313