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
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