Title :
Utilization of neural networks and GAs for constructing reliable decision support systems to deal stocks
Author :
Baba, Norio ; Inoue, Naoyuki ; Asakawa, Hiroyuki
Author_Institution :
Dept. of Inf. Sci., Osaka Kyoiku Univ., Kashiwara, Japan
Abstract :
In recent years, soft computing techniques such as neural networks, GA etc. have been successfully applied for constructing various intelligent decision support systems. In this paper, we shall try to utilize neural networks and GA to construct an intelligent decision support system for dealing Tokyo Stock Exchange Prices Indexes (TOPIX)
Keywords :
decision support systems; genetic algorithms; knowledge based systems; neural nets; stock markets; GA; TOPIX; Tokyo Stock Exchange Prices Indexes; intelligent DSS; neural networks; reliable decision support system construction; soft computing techniques; stock dealing; Artificial intelligence; Artificial neural networks; Decision support systems; Input variables; Intelligent networks; Intelligent systems; Neural networks; Optimization methods; Predictive models; Stock markets;
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
Print_ISBN :
0-7695-0619-4
DOI :
10.1109/IJCNN.2000.861443
