Automatic context adaptation of fuzzy systems

Alessio Botta
Among the several applications of fuzzy set theory, fuzzy-rule based systems (FRBSs) have proven to be extremely successful in a wide range of fields, including, for instance, control, classification, regression, and pattern recognition. In particular, FRBSs have raised attention for their twofold nature, i.e., for their ability to handle linguistic concepts and, at the same time, to perform an accurate modeling of input-output relations. Hence, several researchers and practitioners have developed learning algorithms for the...