Wagner, Christian and Hagras, Hani (2008) zSlices — towards bridging the gap between interval and general type-2 fuzzy logic. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.
Wagner, Christian and Hagras, Hani (2008) zSlices — towards bridging the gap between interval and general type-2 fuzzy logic. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.
Wagner, Christian and Hagras, Hani (2008) zSlices — towards bridging the gap between interval and general type-2 fuzzy logic. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.
Abstract
Higher order fuzzy logic systems such as interval type-2 fuzzy logic systems have been shown to be very well suited to dealing with the large amounts of uncertainties present in the majority of real world applications. General type-2 fuzzy logic systems are expected to further extend this capability. However, the complexity as well as the immense computational requirements have generally prevented a foray into general type-2 fuzzy logic research. This paper introduces an alternative approach termed zSlices for representing general type-2 sets based on interval type-2 sets. Thus, this will lead to a smooth transition from interval to general type-2 fuzzy systems. The proposed approach will lead to a significant reduction in both the complexity and the computational requirements for general type-2 fuzzy logic systems. Hence, this will lead to facilitating the application of general type-2 fuzzy logic to many real world applications. ©2008 IEEE.
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | Published proceedings: IEEE International Conference on Fuzzy Systems |
Subjects: | 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: | 21 Jan 2013 16:31 |
Last Modified: | 04 Jun 2024 23:20 |
URI: | http://repository.essex.ac.uk/id/eprint/4845 |