Title :
On Multiplex Combination Forecasting Model Based on GA and ANN
Author :
Junfeng, Li ; Aiping, Yang ; Wenzhan, Dai ; Haipeng, Pan
Author_Institution :
Zhejiang Univ. of Sci., Hangzhou
Abstract :
In this paper, a new idea of the multiplex combination forecasting method based on genetic algorithm and artificial neural network is put forward. First, the frame of ANN for forecasting is constructed .Second, the algorithm for solving the weight of ANN by using of GA is presented .Finally, the method proposed in this paper is applied and results show its effectiveness.
Keywords :
backpropagation; forecasting theory; genetic algorithms; neural nets; ANN; GA; artificial neural network; backpropagation; genetic algorithm; multiplex combination forecasting model; Artificial neural networks; Economic forecasting; Educational institutions; Electronic mail; Finance; Genetic algorithms; Mechanical engineering; Prediction methods; Predictive models; Technology forecasting; Artificial Neural Network; Genetic Algorithm; Multiplex Combination Forecasting;
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.2006.4347258
