设计一个混合人工智能系统作为外汇交易决策支持工具

17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05) Pub Date : 2005-11-14 DOI:10.1109/ICTAI.2005.56

Lean Yu, K. Lai, Shouyang Wang

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引用次数: 17

摘要

本研究提出一种结合神经网路与专家系统的混合型人工智慧(AI)系统，以支援外汇交易决策。在该系统中，利用神经网络对定量数据进行外汇价格预测，利用专家系统对定性因素进行处理，结合专家知识和神经网络的结果为交易者提供外汇交易决策建议。仿真实验验证了该混合人工智能系统的有效性

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Designing a hybrid AI system as a forex trading decision support tool

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

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17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05)

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