DocumentCode :
643328
Title :
Simulation Error Characteristics of Grey Model GM(1,1) under Translation Transformation
Author :
Yong Wang ; Qinbao Song ; Bo Zeng ; Jin Liu
Author_Institution :
Dept. of Comput. Sci. & Technol., Ocean Univ. of China, Qingdao, China
fYear :
2013
fDate :
24-25 Sept. 2013
Firstpage :
137
Lastpage :
141
Abstract :
To reveal the change law of the simulation error of grey model GM(1,1) with translation transformation applying on the original sequence, in this paper, the experiments based on 55 real world data sequences have been conducted to study how the translation transformation influences the grey models´ error characteristics. The results show that a larger translation transformation can make the total error between the model sequence and the original sequence toward zero, and the model precision remains independent. The conclusion implies that we can use translation transformation to change the original sequence data level to simplify the model building without changing the model precision.
Keywords :
error statistics; grey systems; GM(1,1) model; data sequences; grey model error characteristics; model precision; simulation error characteristics; translation transformation; Computational modeling; Data models; Educational institutions; Mathematical model; Predictive models; Software; 1); GM(1; Grey Model; Translation Transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence, Modelling and Simulation (CIMSim), 2013 Fifth International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4799-2308-3
Type :
conf
DOI :
10.1109/CIMSim.2013.30
Filename :
6663176
Link To Document :
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