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 :
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