A Study of the Generalization Capabilities of XCS.

作者: Pier Luca Lanzi

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摘要: We analyze the generalization behavior of XCS classi er system in environments which only a few generalizations can be done. Experimental results presented paper evidence that mechanism prevent it from learning even simple tasks such environments. present new operator, named Specify, contributes to solution this problem. with Specify XCSS, is compared terms performance and capabilities di erent types show XCSS deal greater variety more robust than respect population size.

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