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A collection operator for type-2 fuzzy logic systems

Wagner, Christian and Hagras, Hani (2010) A collection operator for type-2 fuzzy logic systems. In: 2010 UK Workshop on Computational Intelligence (UKCI), 2010-09-08 - 2010-09-10.

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Since the rise in popularity of type-2 fuzzy logic systems a reoccurring problem has been the transition from existing type-1 fuzzy sets to type-2 fuzzy sets. As part of this paper, we are providing an overview of the said transition and discuss the requirement for an operation which allows to generate a single type-2 fuzzy set from multiple type-1 fuzzy sets. In this context, we discuss the limitations of the often cited union operation and establish an operation which we tentatively refer to as the Collection operation. We will provide details on the interpretation of this new operation as well as examples and mathematical implementation details.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Published proceedings: 2010 UK Workshop on Computational Intelligence, UKCI 2010
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: Elements
Depositing User: Elements
Date Deposited: 14 Sep 2013 01:42
Last Modified: 23 Sep 2022 18:47

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