Issues on the stability of fuzzy cognitive maps and rule-based fuzzy cognitive maps

Abstract

This paper focuses on several stability issues regarding the modeling of the dynamics of qualitative real world systems, and the ability of fuzzy cognitive maps and rule-based fuzzy cognitive maps to provide a faithful modeling in what concerns the stability properties of those systems. It also introduces the concept of intrinsic stability as a necessary property of qualitative system dynamics modeling tools.