DocumentCode
353311
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
Volume
5
fYear
2000
fDate
2000
Firstpage
111
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location
Como
ISSN
1098-7576
Print_ISBN
0-7695-0619-4
Type
conf
DOI
10.1109/IJCNN.2000.861443
Filename
861443
Link To Document