Title :
A Novel Population Prediction Method Based on Optimization GM(1,1) Model
Author :
Changshun, Wei ; Yinhua, Shen ; Lisheng, Wei
Author_Institution :
Anhui Univ. of Technol. & Sci., Wuhu
Abstract :
In this paper, based on the research of grey theory and optimization theory, A new method of GM(1,1) is proposed, and the mathematical model is established. By using this method to choose the optimal grey parameter thetas(k) and smooth the original data sequence, the random properties of some non-stationary time series can be reduced and the GM model´s fitting precision and prediction precision is advanced. Experiments with modeling the population show that the method gives prediction values and practicable values better than those by common grey forecasting method.
Keywords :
grey systems; operations research; optimisation; time series; fitting precision; grey theory; mathematical model; nonstationary time series; optimal grey parameter; optimization GM(1,1) model; optimization theory; population prediction; prediction precision; Automation; Economic forecasting; Electronic mail; Finance; Logistics; Mathematical model; Mechatronics; Optimization methods; Prediction methods; Predictive models; GM(1,1); fitted precision; optimization grey prediction; population prediction;
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
DOI :
10.1109/CHICC.2006.4347611