Effective optimization for fuzzy model predictive control.

This paper addresses the optimization in fuzzy model predictive control. When the prediction model is a nonlinear fuzzy model, nonconvex, time-consuming optimization is necessary, with no guarantee of finding an optimal solution. A possible way around this problem is to linearize the fuzzy model at...

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Bibliographic Details

Published in:	IEEE Transactions on fuzzy systems 12, 5 (2004).
Main Author:	Mollov, S.
Format:	Article
Language:	English
Subjects:	Fuzzy model predictive control. High purity distillation column. Linear predictive control. Linearization error. Nonlinear fuzzy model. Optimal control. Optimization. pH control. Prediction model. Tank reactor.