Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems

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dc.contributor.author Mendel, Jerry M., 1938- en
dc.contributor.author Wu, Hongwei en
dc.date.accessioned 2008-11-24T13:24:19Z
dc.date.available 2008-11-24T13:24:19Z
dc.date.issued 2002-10-01 en
dc.identifier.citation Mendel, J. and Wu, H. (2002) Uncertainty bounds and their use in the design of interval Type-2 Fuzzy Logic Systems. IEEE Transactions on Fuzzy Systems, 10(5), pp. 622-639.
dc.identifier.issn 1063-6706 en
dc.identifier.uri http://hdl.handle.net/2086/203
dc.description Type reduction is the major new computation in a type-2 fuzzy logic system (T2 FLS). We have obtained minimax bounds for the type-reduced set, and those bounds can be computed without having to perform type-reduction. Hagras quickly picked up the results and recognized that the uncertainty bounds can be used as a new architecture for an interval T2 FLS. This architecture is used in a marine diesel engine controller and it is shown that its performance gives almost exactly the same as would have been obtained if type reduction had been used. en
dc.language.iso en en
dc.publisher IEEE en
dc.subject RAE 2008
dc.subject UoA 23 Computer Science and Informatics
dc.title Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems en
dc.type Article en
dc.identifier.doi http://dx.doi.org/10.1109/91.995115 en
dc.researchgroup Centre for Computational Intelligence


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