Interval-Valued Complex Fuzzy Logic
dc.cclicence | CC-BY | en |
dc.contributor.author | Greenfield, Sarah | en |
dc.contributor.author | Chiclana, Francisco | en |
dc.contributor.author | Dick, Scott | en |
dc.date.acceptance | 2016-03-14 | en |
dc.date.accessioned | 2016-04-07T13:54:50Z | |
dc.date.available | 2016-04-07T13:54:50Z | |
dc.date.issued | 2016 | |
dc.description | DMU Interdisciplinary Group in Intelligent Transport Systems (DIGITS) | en |
dc.description.abstract | Data is frequently characterised by both uncertainty and seasonality. Type-2 fuzzy sets are an extension of type-1 fuzzy sets offering a conceptual scheme within which the effects of uncertainties in fuzzy inferencing may be modelled and minimised. Complex fuzzy sets are type-1 fuzzy sets extended by an additional phase term which permits them to intuitively represent the seasonal aspect of fuzziness in time-series applications. Type-2 fuzzy sets take two forms, generalised, and the simpler interval. Interval-valued fuzzy sets are type-1 fuzzy sets whose behaviour and properties are equivalent to interval type-2 fuzzy sets. This paper is concerned with the combination of interval-valued fuzzy sets and complex fuzzy sets to develop interval-valued complex fuzzy sets, an adaption of complex fuzzy sets such that the membership function assigns each point on the domain to an interval. From the definition of the interval-valued complex fuzzy set, the principles of interval-valued complex fuzzy logic are developed. | en |
dc.funder | NA | en |
dc.identifier.citation | Greenfield, S., Chiclana, F. and Dick, S. Interval-Valued Complex Fuzzy Logic. Accepted for presentation at FUZZ-IEEE2006 (WCCI2016). | en |
dc.identifier.uri | http://hdl.handle.net/2086/11838 | |
dc.language.iso | en | en |
dc.peerreviewed | Yes | en |
dc.projectid | NA | en |
dc.publisher | IEEE | en |
dc.researchgroup | Centre for Computational Intelligence | en |
dc.researchinstitute | Institute of Artificial Intelligence (IAI) | en |
dc.title | Interval-Valued Complex Fuzzy Logic | en |
dc.type | Conference | en |