NDLI: A new modeling technique of GM(1,1) prediction model

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Volume 1 - 2003

Proceedings. International Conference on Machine Learning and Cybernetics

A new modeling technique of GM(1,1) prediction model

Content Provider	IEEE Xplore Digital Library
Author	Xin-Ping Xiao Shu-Hua Mao
Copyright Year	2003
Description	Author affiliation: Coll. of Sci., Wuhan Univ. of Technol., Hubei, China (Xin-Ping Xiao; Shu-Hua Mao)
Abstract	Based on the characteristics of the grey system theory modeling, this paper presents a new modeling method - accumulating method, of system parameter identification for GM(1,1) model. The comparison example is designed to show that the forecasting precision of the GM(1,1) model is improved and the calculating volume is decreased greatly, by means of the accumulating method. Finally, the parameter relationships and properties of the new model are discussed.
Sponsorship	IEEE Systems Man and Cybernetics Tech. Committee on Cybernetics, Hebei Univ. Northwestern Polytechnical Univ
Starting Page	990
Ending Page	993
File Size	148193
Page Count	4
File Format	PDF
ISBN	0780381319
DOI	10.1109/ICMLC.2003.1259625
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-11-05
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Predictive models Parameter estimation Least squares methods Differential equations Educational institutions Electronic mail Prediction theory Economic forecasting Safety Accidents
Content Type	Text
Resource Type	Article

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