DocumentCode
2911918
Title
The research of reaction abilities and errors distributions for the model of GM(1,1) to simulate equal difference and geometric ratio sequence
Author
Tang, Xuewen ; Liu, Sifeng ; Fang, ZhiGeng ; Xu, XiangMin ; Dang, Yaoguo
Author_Institution
Henan Agric. Univ., Zhengzhou
fYear
2007
fDate
18-20 Nov. 2007
Firstpage
364
Lastpage
368
Abstract
The model of GM(1,1) is one of the most important sections in the gray system theories. The abilities of reaction, which the original sequence data are simulated by the GM(1,1), are always noticed by many scholars. However, it is stopped in evaluation of prediction errors in one or two examples that the problem is researched in the present. In this paper, the abilities of GM(1,1) simulation for non-vibration sequence data, in which there are equal difference geometric ratio sequence data, is systematically researched and analyzed with the way of systematic thoughts and theories methods. On the basis of above, the result we got from our research provides good referring and consulting for using the GM(1,1) to predict the future data.
Keywords
error statistics; grey systems; sequences; series (mathematics); equal difference geometric ratio sequence data; gray system theory; prediction error distribution; statistical data series; Analytical models; Intelligent systems; Parameter estimation; Predictive models; Solid modeling;
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.2007.4443298
Filename
4443298
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