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Fuzzy averaging operators in the problem of aggregating fuzzy information
V. L. Khatskevich N. E. Zhukovsky and Y. A. Gagarin Air Force Academy, 54a Old Bolsheviks Str., 394064 Voronezh, Russian Federation
Abstract:
The problem of aggregating fuzzy information by constructing fuzzy averaging operators is considered. Weighted fuzzy averages of systems of fuzzy numbers are studied and a class of nonlinear fuzzy averages of systems of fuzzy numbers is introduced which is a modification to fuzzy numbers of the general class of dissipative numerical averages. The properties of the corresponding averaging operators which are “fuzzy” analogues of the characteristic properties of scalar aggregating functions, are established. This provides a justification for the use of the introduced fuzzy averaging operators in the problem of aggregation of fuzzy information. At the same time, the result of aggregation of fuzzy information given by a set of fuzzy numbers is understood as a fuzzy number that reflects the essential features of this set.
Keywords:
averaging fuzzy operators, aggregation of fuzzy information.
Received: 11.08.2021
Citation:
V. L. Khatskevich, “Fuzzy averaging operators in the problem of aggregating fuzzy information”, Inform. Primen., 16:4 (2022), 51–56
Linking options:
https://www.mathnet.ru/eng/ia815 https://www.mathnet.ru/eng/ia/v16/i4/p51
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