Characterization and control of the chaotic regime in fuzzy and neuro-fuzzy systems

Abstract

Issues related to the characterization and control of the chaotic regime of fuzzy and neuro-fuzzy systems used in industrial applications are addressed. The sensitivity analysis for chaotic fuzzy and neuro-fuzzy systems, and choice of the operating region for the chaotic regime are presented. A new type of control, specific to chaotic systems, is introduced. The methodology of this type of control is based on a method to globally characterize the chaotic regime.