Name: On smooth compactly supportée radial fuzzy system
Creator: Coufal, D. (David)
Keywords: 2. Zero hunger, fuzzy systems, radial functions, 4. Education, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, smoothness

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Oct 2017Publisher:IEEEJournal:2017 IEEE 21st International Conference on Intelligent Engineering Systems (INES)

Authors: Coufal, D. (David);

doi: 10.1109/ines.2017.8118577

handle: 11104/0279438

On smooth compactly supportée radial fuzzy system

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Abstract

A fuzzy system with desirable properties is proposed and investigated. Membership functions used in the system are smooth functions with compact support. A suitable i-norm is designed so that the shape of employed fuzzy sets is preserved after their combination. This is called the radial property. Smoothness and the radial property makes the computational model of the proposed fuzzy system mathematically convenient, especially when data-driven learning capabilities are taken into account.

Related Organizations

Academy of Sciences Library
Czech Republic
Czech Academy of Sciences
Czech Republic

Keywords

fuzzy systems, radial functions, smoothness

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