DocumentCode
2330949
Title
A research on morbidity problem in accumulating method GM(1,1) model
Author
Zeng, Xiang-Yan ; Xiao, Xin-Ping
Author_Institution
Coll. of Sci., Wuhan Univ. of Technol., China
Volume
5
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
2650
Abstract
Accumulating method GM(1,1) model gets a new parameter estimation formula by accumulating method. But there is morbidity problem in it. In order to resolve the morbidity of the model, we analyze it in this paper based on the condition number theory. It proves that it can resolve the morbidity problem in accumulating method GM(1,1) model. With a multiple transformation on the initial data, we can get a new healthier model. Finally, it is proved that the transformation doesn´t affect the precision of the model. So the model in the paper have more advantages than the traditional one.
Keywords
grey systems; number theory; parameter estimation; accumulating method; condition number theory; morbidity problem; multiple transformation; parameter estimation formula; Curve fitting; Econometrics; Educational institutions; Electronic mail; Equations; Estimation error; Mathematical model; Mathematics; Parameter estimation; Stability; Accumulating method; GM(1,1) model; morbidity; multiple transformation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527392
Filename
1527392
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