An accuracy based corporate classifier system

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.