An accuracy based corporate classifier system |
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Authors: | A Tomlinson L Bull |
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Affiliation: | (1) Faculty of Computer Studies and Mathematics, University of the West of England, Bristol BS16 1QY, UK, GB |
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Abstract: | Previously a corporate classifier system has been implemented based on the ideas of Wilson and Goldberg which demonstrates
that rule-linkage can, for a certain class of problems, offer benefits to a system based on the zeroth-level classifier system
(ZCS). In this work it is shown that similar benefits can be gained when similar rule-linkage mechanisms are applied to XCS.
The intention is that the resultant system (CXCS) will exhibit XCS's generalization capabilities along with CCS's abilities
to solve non-Markov tasks. |
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Keywords: | XCS Corporations Rule-linkage Multi-step tasks Non-Markov tasks |
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