A uniform approach to model-based fuzzy control system design and structural optimisation (original) (raw)

Li, Y. ORCID: https://orcid.org/0000-0002-6575-1839 and Ng, K.C.(1996) A uniform approach to model-based fuzzy control system design and structural optimisation. In: Herrera, F. and Verdegay, J.-L. (eds.)Genetic Algorithms and Soft Computing. Physica-Verlag, pp. 129-151. ISBN 379080956X

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Abstract

The design problem of a fuzzy logic control system is equivalent to a multi-modal multi-dimensional optimisation problem. In the context of optimal designs, such a design problem is usually “unsolvable” by analytical or conventional numerical means. This Chapter develops a genetic algorithm based soft computing paradigm for design automation, which efficiently reveals optimised system parameters and structures in a uniform manner without compromising to a fixed architecture.

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