Title :
On the properties of weakening operator
Author :
Mao, Shu-hua ; Xiao, Xin-Ping ; Zhang, Jing-jing
Author_Institution :
Wuhan Univ. of Technol., Wuhan
Abstract :
Weakening operator has been extensively applied in various fields of data processing before grey modeling in concussion harass system, this paper studies the reasons why the weakening operator can improve the modeling precision effectively. The results indicate that the class ratio of sequence transformed by the weakening operator is smaller than the observed original time series, the degree of smooth of the new sequence is higher than the observed original time series. In addition ,this transformation is grey contractive operator ,the results show that the class ratio of transformed series falls into the capacitable covering interval value or close to this range.
Keywords :
grey systems; sequences; time series; capacitable covering interval value; concussion harass system; data processing; grey contractive operator; grey modeling; sequence transformation; time series; weakening operator; Biological system modeling; Data processing; Earthquakes; Forward contracts; Helium; Intelligent systems; Mathematical model; Mathematics; Power system control; Power system modeling;
Conference_Titel :
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-1294-5
Electronic_ISBN :
978-1-4244-1294-5
DOI :
10.1109/GSIS.2007.4443236