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Towards the wide spread use of type-2 fuzzy logic systems in real world applications

Hagras, H and Wagner, C (2012) 'Towards the wide spread use of type-2 fuzzy logic systems in real world applications.' IEEE Computational Intelligence Magazine, 7 (3). 14 - 24. ISSN 1556-603X

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Abstract

Real world applications are characterized by high levels of linguistic and numerical uncertainties. Since the inception of Fuzzy Logic Systems (FLSs), they have been applied with great success to numerous real world applications. The vast majority of FLSs so far have been traditional type-1 FLSs. However, type-1 FLSs cannot fully handle the high levels of uncertainties available in the vast majority of real world applications. This is because type-1 FLSs employ crisp and "precise" type-1 fuzzy sets. A type-2 FLS can handle higher uncertainty levels to produce improved performance. This paper follows on [1] to show how type-2 FLSs are starting to find their way into a variety of real world applications, promising a continuous growth both in number and variety of type-2 FLS applications in the next decade. © 2012 IEEE.

Item Type: Article
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Hani Hagras
Date Deposited: 24 Oct 2014 10:11
Last Modified: 17 Aug 2017 17:46
URI: http://repository.essex.ac.uk/id/eprint/10956

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