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Strategy of futures trading mechanism using extended classifier system

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3 Author(s)
Tung Wan Cheng ; Inst. of Inf. Manage., National Chiao Tung Univ., Taiwan ; Wen Chih Tsai ; An Pin Chen

Nowadays, many artificial intelligent trading models divided the process in three separate subprocesses: trading, validation and application, but these models cannot meet the request of today's trading environment. A new online learning algorithm, extended classifier system (XCS) is used in futures extended classifier trading mechanism (FXCTM) to satisfy traders' requirement. This paper verifies that FXCTM provides a very good forecast ability in future market trading performance. Also, this paper discusses about how the population set of XCS affects the result of the model. Finally, the simulation results show that this model could get an obvious profit from futures market.

Published in:

Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference  (Volume:2 )

Date of Conference:

22-24 June 2004

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