HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Journal articles

The legacy of 50 years of fuzzy sets: A discussion

Abstract : This note provides a brief overview of the main ideas and notions underlying fifty years of research in fuzzy set and possibility theory, two important settings introduced by L.A. Zadeh for representing sets with unsharp boundaries and uncertainty induced by granules of information expressed with words. The discussion is organized on the basis of three potential understanding of the grades of membership to a fuzzy set, depending on what the fuzzy set intends to represent: a group of elements with borderline members, a plausibility distribution, or a preference profile. It also questions the motivations for some existing generalized fuzzy sets. This note clearly reflects the shared personal views of its authors.
Complete list of metadata

Cited literature [89 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01280080
Contributor : Open Archive Toulouse Archive Ouverte (oatao) Connect in order to contact the contributor
Submitted on : Monday, February 29, 2016 - 8:43:06 AM
Last modification on : Tuesday, October 19, 2021 - 2:23:19 PM
Long-term archiving on: : Monday, May 30, 2016 - 3:15:51 PM

File

Dubois_15078.pdf
Files produced by the author(s)

Identifiers

Citation

Didier Dubois, Henri Prade. The legacy of 50 years of fuzzy sets: A discussion. Fuzzy Sets and Systems, Elsevier, 2015, 281, pp.21-31. ⟨10.1016/j.fss.2015.09.004⟩. ⟨hal-01280080⟩

Share

Metrics

Record views

73

Files downloads

853