Self-Adaptation of Parameters in a XCS-Based Ensemble Machine

Authors:
Maciej Troc;Olgierd Unold
Affiliations:
-;-
Venue:
HIS '08 Proceedings of the 2008 8th International Conference on Hybrid Intelligent Systems
Year:
2008

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Cited 1

Self-adaptation of parameters in a learning classifier system ensemble machine

International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems

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Abstract

The self-adaptive model of a XCS-based ensemble machine solving data-mining tasks has been presented. The results of experiments have shown the ability of the architecture to adapt the parameters of single XCS: the mutation rate \mu and the tournament size t_{s}- separately and/or together.