Title :
A Combination Forecasting Method Based on GEP
Author :
Zhang, Dabin ; Zhang, Jingguang ; Cheng, Ran ; Zhang, Wensheng
Author_Institution :
Dept. of Inf. Manage., Central China Normal Univ., Wuhan, China
Abstract :
A combination forecasting method based on gene expression programming (GEP) is introduced in this paper. The main idea of this method is that the nonlinear combination forecasting function can be simulated by gene expression programming. Not only the difficulty of constructing the nonlinear combination forecasting function is decreased, but also the prediction precision is improved by the combination forecasting method based GEP.
Keywords :
forecasting theory; genetic algorithms; GEP; gene expression programming; nonlinear combination forecasting function; prediction precision; Data models; Educational institutions; Forecasting; Gene expression; Genetic algorithms; Predictive models; Programming; GEP; combination forecasting; non-linear combination forecasting function;
Conference_Titel :
Business Intelligence and Financial Engineering (BIFE), 2011 Fourth International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4577-1541-9
DOI :
10.1109/BIFE.2011.1
