Design of fuzzy model based predictive controllers and its application to an inverted pendulum

The paper presents the design and evaluation of a predictive control algorithm based on a fuzzy model that is applied to the angular stabilization of an inverted pendulum. This algorithm is favourably compared with a conventional generalized predictive control, specially for initial conditions further from the desired final state.