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Probability of a fuzzy event: An axiomatic approach
Authors:Philippe Smets
Institution:Laboratory of Medical Statistics, School of Public Health, Brussels Free University (U.L.B.), 1070 Brussels, Belgium
Abstract:Axioms are proposed that could justify the natural definition of the probability of a fuzzy event initially given by Zadeh. They are based (1) on the postulate that the sum of the conditional probability of a fuzzy event and of its complement given any fuzzy event adds to one or (2) on soft independence for orthogonal sets with independent constitutive elements. A general postulate is also required concerning the complement of a fuzzy set. The classical definition of the operator representing the complement can also be deduced.
Keywords:Probability  Fuzzy event  Complement
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