A uniform approach to model-based fuzzy control system design and structural optimisation

Li, Y. 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.

Item Type:Book Sections
Status:Published
Glasgow Author(s) Enlighten ID:Li, Professor Yun
Authors: Li, Y., and Ng, K.C.
Subjects:Q Science > Q Science (General)
College/School:College of Science and Engineering > School of Engineering > Systems Power and Energy
Publisher:Physica-Verlag
ISBN:379080956X
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