“…Many authors have focused on the simplification of the fuzzy sets to simplify subsequently the redundancies appearing in the rule bases [4]- [6]. Concerning the simplification of the rule base itself, a technique widely followed by several authors is to apply orthogonal transformation methods to identify the most important rules [7].…”