Hagras, Hani and Wagner, Christian (2012) Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Computational Intelligence Magazine, 7 (3). pp. 14-24. DOI https://doi.org/10.1109/mci.2012.2200621
Hagras, Hani and Wagner, Christian (2012) Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Computational Intelligence Magazine, 7 (3). pp. 14-24. DOI https://doi.org/10.1109/mci.2012.2200621
Hagras, Hani and Wagner, Christian (2012) Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Computational Intelligence Magazine, 7 (3). pp. 14-24. DOI https://doi.org/10.1109/mci.2012.2200621
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 Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 24 Oct 2014 10:11 |
Last Modified: | 30 Oct 2024 19:52 |
URI: | http://repository.essex.ac.uk/id/eprint/10956 |
Available files
Filename: T2 Applications 2013.pdf