DocumentCode :
2239719
Title :
Modeling solution and properties research on the General GM(1,1) model
Author :
Wei, Zhou ; Jian-min, He
Author_Institution :
Sch. of Econ. & Adm., Southeast Univ., Nanjing, China
fYear :
2011
fDate :
13-15 Sept. 2011
Firstpage :
73
Lastpage :
78
Abstract :
Discrete GM(1,1) model solves the bias defect in homogeneous exponential fitting using GM (1,1) model. General GM(1,1) model solves the conversion problem of the original equation between differential form and differential form, and can effectively profile GM(1,1) model and Discrete GM(1,1) model. But, the modeling mechanism, solution approach and lots of good properties about General GM(1,1) model do not take in-depth studying. So that, we research the mechanism of the General GM(1,1) modeling and three solution approaches about the stepwise ratio including the fitting approach of initial information, the fitting approach of new information and the overall error minimization approach in this paper. Then, we further detailed analysis some important properties such as the general nature, the fitting optimization property, the homogeneous exponential property and the unbiased property to fit homogeneous exponent. At last, the feasibility and the optimization properties are confirmed through an real example. Then, General GM(1,1) model and Grey Prediction Theory could be effetely improved and perfected for this article.
Keywords :
grey systems; prediction theory; differential form; discrete GM(1,1) model; fitting optimization property; general GM(1,1) model; grey prediction theory; homogeneous exponential fitting; homogeneous exponential property; unbiased property; Analytical models; Data models; Equations; Fitting; Mathematical model; Predictive models; Time factors; 1) model; General GM(1; original equation; stepwise ratio; time response function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management Science and Engineering (ICMSE), 2011 International Conference on
Conference_Location :
Rome
ISSN :
2155-1847
Print_ISBN :
978-1-4577-1885-4
Type :
conf
DOI :
10.1109/ICMSE.2011.6069945
Filename :
6069945
Link To Document :
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