Title :
Designing a hybrid AI system as a forex trading decision support tool
Author :
Yu, Lean ; Lai, Kin Keung ; Wang, Shouyang
Author_Institution :
Acad. of Math. & Syst. Sci., Chinese Acad. of Sci., Beijing
Abstract :
In this study, a hybrid artificial intelligent (AI) system integrating neural network and expert system is proposed to support foreign exchange (forex) trading decisions. In this system, a neural network is used to predict the forex price in terms of quantitative data, while an expert system is used to handle qualitative factor and to provide forex trading decision suggestions for traders incorporating experts´ knowledge and the neural network´s results. The effectiveness of the proposed hybrid AI system is illustrated by simulation experiments
Keywords :
decision support systems; expert systems; foreign exchange trading; neural nets; expert system; experts knowledge; foreign exchange trading decision support tool; forex price; hybrid AI system designing; neural network; Artificial intelligence; Artificial neural networks; Educational institutions; Expert systems; Hybrid intelligent systems; Intelligent networks; Investments; Mathematics; Neural networks; Robustness;
Conference_Titel :
Tools with Artificial Intelligence, 2005. ICTAI 05. 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2488-5
DOI :
10.1109/ICTAI.2005.56
