DocumentCode :
1728782
Title :
Research on characteristics of grey non-equidistant Verhulst model
Author :
Shu Hui ; Dang Yaoguo ; Xiong Pingping
Author_Institution :
Coll. of Math. & Phys., Nanjing Univ. of Posts & Telecommun., Nanjing, China
fYear :
2011
Firstpage :
209
Lastpage :
212
Abstract :
In this paper multiple transformation method was made for the data series of grey non-equidistant Verhulst model. The least square estimate method was used to get parameters series of multiple transformations. The changes on parameters characteristics of the model under multiple transformations were analyzed, and the affect of multiple transformations to the value of simulation, prediction precision and the relative error of the model were discussed in details. The numerical results show that the simulative and predicative results of the model are consistent, while the magnitude of the data is reduced.
Keywords :
grey systems; least squares approximations; data series; grey nonequidistant Verhulst model; least square estimate method; multiple transformation method; prediction precision; Analytical models; Non-equidistant Verhulst model; multiple transformation; parameters characteristics; the least square estimate;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grey Systems and Intelligent Services (GSIS), 2011 IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-61284-490-9
Type :
conf
DOI :
10.1109/GSIS.2011.6044145
Filename :
6044145
Link To Document :
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