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An accuracy based corporate classifier system
Authors:A Tomlinson  L Bull
Affiliation:(1) Faculty of Computer Studies and Mathematics, University of the West of England, Bristol BS16 1QY, UK, GB
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.
Keywords:  XCS  Corporations  Rule-linkage  Multi-step tasks  Non-Markov tasks
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