Fuzzy-XCS: An Accuracy-Based Fuzzy Classifier System ∗

The issue of rule generalization has received a great deal of attention in the discrete-valued learning classifier system field. In particular, the accuracy based XCS is the subject of ex-tensive ongoing research. However, the same issue does not appear to have received a similar level of attention in the case of the fuzzy classifier system. This may be due to the difficulty in extending the discrete-valued system operation to the con-tinuous case. The intention of this contribution is to pro-pose an approach to properly develop a fuzzy XCS system