DocumentCode
2912379
Title
Improved modeling method of countdown transformation
Author
Feng, Zheng ; Yong, Wei
Author_Institution
China West Normal Univ., Nanchong
fYear
2007
fDate
18-20 Nov. 2007
Firstpage
519
Lastpage
523
Abstract
In this paper, we analyze the model of countdown transformation on the basis of the mechanism of GM(1,1) model, and we conclude that countdown transformation may reduce the precision of GM(1,1) modeling, or countdown transformation may increase the precision of GM(1,1) modeling by some examples. We point out that the main function of increasing the model precision is not the countdown transformation, but lies in the background values optimization in the literature [3]. We propose a method of improving the monotone decreasing sequence in grey modeling prove the advantage of this method in theory. In the end, example illustrates the feasibility and the validity of this method.
Keywords
forecasting theory; grey systems; optimisation; background value optimization; countdown transformation modeling method; grey prediction model; monotone decreasing sequence; Data models; Differential equations; Electronic mail; Helium; Intelligent systems; Least squares methods; Mathematics; Parameter estimation; Petroleum; Predictive models;
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.2007.4443328
Filename
4443328
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