Analyzing the evolutionary pressures in XCS

作者: Martin V. Butz , Martin Pelikan

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摘要: After an increasing interest in learning classifier systems and the XCS system particular, this paper locates analyzes distinct evolutionary pressures XCS. Combining several of pressures, equation is derived that validates generalization hypothesis which was stated by Wilson (1995). A detailed experimental study exhibits its applicability predicting change specificity as well reveals other influences.

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