DocumentCode :
1657064
Title :
An optimized grey model and its application in predicting thefinancial investment to science and technology
Author :
Jie, Cui ; Hong-yan, Ma ; Qian-bing, Li
Author_Institution :
Faculty of Economics and Management, Huai Yin Institute of Technology Huai an 223001, China
fYear :
2011
Firstpage :
1
Lastpage :
4
Abstract :
The grey model GM (1, 1) is one of the important components in the grey systems theory system. According to the modeling mechanism of GM(1, 1) model, based on the analysis of the flaws of the existing grey model GM(1, 1) the method which consists of the most superior initial value, which is solved in the constraint that all components of GM(1, 1) modeling sequence X(1) fit smallest error sum of squares and the optimized background value was proposed. The improvement of existing GM (1, 1) model was made. The novel GM (1, 1) was constructed and it was compared with the existing three kinds of GM (1, 1) models in the modeling precision. The research findings indicate: Compared with the existing GM (1, 1) models, the modeling precision (simulation precision and forecast precision) of the novel GM (1, 1) model is the highest.
Keywords :
Analytical models; Economics; Investments; Optimization; Predictive models; background value; forecast precision; grey model (1, 1); initial value; simulation precision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
E -Business and E -Government (ICEE), 2011 International Conference on
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-4244-8691-5
Type :
conf
DOI :
10.1109/ICEBEG.2011.5882531
Filename :
5882531
Link To Document :
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