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