DocumentCode
2796718
Title
The Ameliorating GM(1,1) Model based on GA and its application
Author
Li, Junfeng ; Dai, Wenzhan ; Xiong, Weihua
fYear
2009
fDate
17-19 June 2009
Firstpage
1240
Lastpage
1243
Abstract
In this paper, the effect against the precision of GM(1,1) model is analyzed. Then, the method of modificatory initial value based on GA is put forward. Moreover, the mechanism of Ameliorating GM(1,1) Model is showed. At last, the power quantity model of Shanghai city is built by applying the method. The application results show the effectiveness of the proposed approach.
Keywords
genetic algorithms; grey systems; genetic algorithm; grey model; Character generation; Cities and towns; Data analysis; Educational institutions; Electronic mail; Genetic algorithms; Mechanical engineering; Power system modeling; Predictive models; Time varying systems; Genetic Algorithm; Grey Model; Prediction Precision; Time-Varying Initial Value;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location
Guilin
Print_ISBN
978-1-4244-2722-2
Electronic_ISBN
978-1-4244-2723-9
Type
conf
DOI
10.1109/CCDC.2009.5192653
Filename
5192653
Link To Document