The Uncertainty Associated with a Type-2 Fuzzy Set

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dc.contributor.authorGreenfield, Sarahen
dc.contributor.authorJohn, Robert, 1955-en
dc.date.accessioned2013-11-12T11:05:40Z
dc.date.available2013-11-12T11:05:40Z
dc.date.issued2009
dc.description.abstractType-2 fuzzy sets offer the opportunity to capture higher orders of uncertainty. However, researchers have not explored fully the nature of this uncertainty and how it can be quantified. In this paper we place type-2 fuzzy sets in the context of logic and model them, for the first time, as a collection of meta statements. The paper provides a full discussion on this new perspective. We also propose new approaches to measuring the uncertainty represented by a type-2 fuzzy set.en
dc.explorer.multimediaNoen
dc.funderSelf-fundeden
dc.identifier.citationGreenfield, S. and John, R. (2009) The Uncertainty Associated with a Type-2 Fuzzy Set. In: Rudolf Seising ed. Views on Fuzzy Sets and Systems from Different Perspectives, Springer Verlag, pp. 471-483en
dc.identifier.doihttps://doi.org/10.1007/978-3-540-93802-6_23
dc.identifier.isbn9783540938019
dc.identifier.issn1434–9922
dc.identifier.urihttp://hdl.handle.net/2086/9343
dc.language.isoenen
dc.peerreviewedYesen
dc.projectidPhDen
dc.publisherSpringeren
dc.relation.ispartofseriesStudies in Fuzziness and Soft Computing;
dc.researchgroupCentre for Computational Intelligenceen
dc.researchinstituteInstitute of Artificial Intelligence (IAI)en
dc.subjectUncertaintyen
dc.subjectType-2 Fuzzy Seten
dc.subjectVolumeen
dc.titleThe Uncertainty Associated with a Type-2 Fuzzy Seten
dc.title.alternativeChapter in Views on Fuzzy Sets and Systems from Different Perspectives, edited Rudolf Seising, in “Studies in Fuzziness and Soft Computing”, series editor Janusz Kacprzyk.en
dc.typeBook chapteren

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