DocumentCode :
492136
Title :
Morbidity Analysis on Grey Forecast Model
Author :
Li, Chuanfeng ; Shu, Yunxing ; Rao, Congjun
Author_Institution :
Dept. of Comput. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan
fYear :
2008
fDate :
21-22 Dec. 2008
Firstpage :
348
Lastpage :
351
Abstract :
This paper studies on the morbidity problem for the GM(1,1) model with the accumulating method based on the condition number theory. It proves that we can get a new healthier model by making a multiple transformation on the initial data, and the transformation does not affects the precision of the model. Therefore, the morbidity problem for the GM(1,1) model has been resolved very well with the accumulating method. Furthermore, we give an example to prove that the proposed method can ensure the stability and reliability of the estimation with high quality in the grey system. As a result, it is certain that the GM(1,1) model with the accumulating method has a good application in the future indeed.
Keywords :
grey systems; number theory; GM(1,1) model; condition number theory; grey forecast model; grey system; morbidity analysis; Curve fitting; Econometrics; Equations; Estimation error; Paper technology; Parameter estimation; Predictive models; Stability; Accumulating method; GM(1,1) model; morbidity; multiple transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3530-2
Electronic_ISBN :
978-1-4244-3531-9
Type :
conf
DOI :
10.1109/KAMW.2008.4810495
Filename :
4810495
Link To Document :
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