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
Link To Document :
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