Foreign exchange prediction and trading using computational intelligence
Currently, with the expanding of foreign exchange market, more and more people begin to realize the importance of foreign exchange prediction, especially with advanced technology. This is a general review and comparison of different foreign exchange prediction systems that are based on comp...
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| Format: | Theses and Dissertations |
| Language: | English |
| Published: |
2015
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| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/65189 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | Currently, with the expanding of foreign exchange market, more and more people begin to
realize the importance of foreign exchange prediction, especially with advanced
technology. This is a general review and comparison of different foreign exchange
prediction systems that are based on computational intelligence.
During those years, various methods have been carried out for the prediction and trading
of foreign exchange based on computational intelligence. In this review, the analyses of
different systems used for foreign exchange rate prediction and trading will be introduced,
and their results will be compared as well. Moreover, different opinions will be stated
where relevant research questions are to be expected.
Key words:
Foreign Exchange; Prediction; Trading; Computational Intelligence; Nonlinear time
series data; Neural-fuzzy network; Genetic Algorithm; Support vector regression |
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