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Some properties of fuzzy implications based on copulas

Autor
Niemyska, Wanda
Grzegorzewski, Przemysław
Baczyński, Michał
Helbin, Piotr
Data publikacji
2019
Abstrakt (EN)

In 2011 Grzegorzewski introduced two new families of fuzzy implication functions called probabilistic implications and probabilistic S-implications. They are based on copulas and make a bridge between probability theory and fuzzy logic. Another family of fuzzy conditional implication operators was proposed by Dolati et al. in 2013. In this paper we consider some properties of these three classes of fuzzy implications like the law of contrapositions and the law of importation. Moreover, we examine intersections of these families of implications with R-implications, (S, N)-implications, QL-operations and Yager’s f- and g-generated implications.

Słowa kluczowe EN
Copula
Fuzzy implication
Law of contraposition
Law of importation
Probabilistic implication
Probabilistic S-implication
Conditional implication
Frank’s equation
R-Implication
(S, N)-Implication
QL-Operator
Yager’s implications
Dyscyplina PBN
informatyka
Czasopismo
Information Sciences
Tom
502
Strony od-do
1-17
ISSN
0020-0255
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