DocumentCode :
2075046
Title :
Is fuzzy set theory more general than probability theory?
Author :
Bier, Vicki M.
Author_Institution :
Dept. of Ind. Eng., Wisconsin Univ., Madison, WI, USA
fYear :
1990
fDate :
3-5 Dec 1990
Firstpage :
297
Lastpage :
301
Abstract :
Fuzzy set theory and possibility theory are often described as extensions or generalizations of classical set theory and probability theory, respectively. Thus, for example, fuzzy sets are described as generalizations of the crisp sets used in classical set theory. Similarly, possibility theorists argue that the conventional definitions of fuzzy union and intersection (i.e. the max and min operations) are logical extensions of the corresponding operations in classical set theory. This paper shows that the operations of fuzzy union and intersection as conventionally defined can be viewed as special cases of probabilistic union and intersection. Under this interpretation, the fuzzy complement or negation is a generalization of the corresponding probabilistic operation, but fuzzy union and intersection are not. The relationships between fuzzy and probabilistic union and intersection also suggest a possible analogy to the Venn diagrams used to depict traditional set union and intersection
Keywords :
fuzzy set theory; fuzzy complement; fuzzy intersection; fuzzy negation; fuzzy set theory; fuzzy union; possibility theory; probability theory; Diseases; Fuzzy set theory; Fuzzy sets; Industrial engineering; Logic; Possibility theory; Set theory; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Uncertainty Modeling and Analysis, 1990. Proceedings., First International Symposium on
Conference_Location :
College Park, MD
Print_ISBN :
0-8186-2107-9
Type :
conf
DOI :
10.1109/ISUMA.1990.151267
Filename :
151267
Link To Document :
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