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Type-2 fuzzy logic controllers: A way forward for fuzzy systems in real world environments

Hagras, H (2008) Type-2 fuzzy logic controllers: A way forward for fuzzy systems in real world environments. In: UNSPECIFIED, ? - ?.

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Type-1 Fuzzy Logic Controllers (FLCs) have been applied to date with great success to different applications. However, for many real-world applications, there is a need to cope with large amounts of uncertainties. The traditional type-1 FLCs that use crisp type-1 fuzzy sets cannot directly handle such uncertainties. Type-2 FLCs that use type-2 fuzzy sets can handle such uncertainties to produce a better performance. Hence, type-2 FLCs will have the potential to overcome the limitations of type-1 FLCs and produce a new generation of fuzzy controllers with improved performance for many applications which require handling high levels of uncertainty. This chapter will provide an overview of the interval type-2 FLCs and their advantages over type-1 FLCs. We will also present different techniques to avoid the computational overheads and thus enabling the type-2 FLCs to produce a good real time response. Furthermore, we will present various successful real world applications of type-2 FLCs. © 2008 Springer-Verlag Berlin Heidelberg.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: Published proceedings: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Users 161 not found.
Date Deposited: 09 Sep 2013 15:55
Last Modified: 06 Feb 2019 00:15

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