DocumentCode
1039179
Title
Fuzzy sets-a convenient fiction for modeling vagueness and possibility
Author
Dubois, Didier ; Prade, Henri
Author_Institution
Inst. de Recherche en Inf., CNRS, Toulouse, France
Volume
2
Issue
1
fYear
1994
fDate
2/1/1994 12:00:00 AM
Firstpage
16
Lastpage
21
Abstract
This paper is a reply to Laviolette and Seaman´s critical discussion of fuzzy set theory. Rather than questioning the interest of the Bayesian approach to uncertainty, some reasons why Bayesian find the idea of a fuzzy set not palatable are laid bare. Some links between fuzzy sets and probability that Laviolette and Seaman seem not to be aware of are pointed out. These links suggest that, contrary to the claim sometimes found in the literature, probability theory is not a special case of fuzzy set theory. The major objection to Laviolette and Seaman is that they found their critique on as very limited view of fuzzy sets, including debatable papers, while they fail to account for significant works pertaining to axiomatic derivation of fuzzy set connectives, possibility theory, fuzzy random variables, among others
Keywords
Bayes methods; fuzzy set theory; probability; uncertainty handling; Bayesian approach; Laviolette; Seaman; fuzzy random variables; fuzzy set connectives; fuzzy set theory; possibility theory; uncertainty; vagueness; Bayesian methods; Decision making; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Helium; Mathematical model; Possibility theory; Random variables; Uncertainty;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/91.273117
Filename
273117
Link To Document