Logic connectives of complex fuzzy sets
Version 2 2024-06-18, 14:43Version 2 2024-06-18, 14:43
Version 1 2019-05-17, 13:43Version 1 2019-05-17, 13:43
journal contribution
posted on 2024-06-18, 14:43 authored by TT Ngan, LTH Lan, M Ali, D Tamir, LH Son, TM Tuan, N Rishe, A Kandel© 2018 Editura Academiei Romane. All rights reserved. The Fuzzy Set Theory has been applied in various problems in numerous fields. In particular, the concepts of t-norms and t-conorms serve a significant role in shaping the theory and its applications. The notion of Complex Fuzzy Sets extends the Fuzzy Set Theory and provides several advantages over the classical theory, especially in terms of the capability to concisely, efficiently, and accurately represent complex relations between fuzzy set components. Some of the areas where complex fuzzy sets have been successfully applied are the areas of time series analysis and multi-criteria decision making problems. The notions of complex t-norms and t-conorms have not been fully developed so far. In this paper, we present the complex fuzzy set forms of t-norms and t-conorms and detail their properties. Additionally, we provide two numerical examples of applying the complex t-norm and tconorm to multi-criteria decision making in the context of medicine- related problems using medical datasets.
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Journal
Romanian Journal of Information Science and TechnologyVolume
21Pagination
344-357Location
Bucharest, RomaniaISSN
1453-8245Language
EnglishPublication classification
C1.1 Refereed article in a scholarly journalCopyright notice
2018, Editura Academiei RomaneIssue
4Publisher
EDITURA ACAD ROMANEPublication URL
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Science & TechnologyTechnologyPhysical SciencesComputer Science, Theory & MethodsInstruments & InstrumentationPhysics, AppliedComputer SciencePhysicsFuzzy setsComplex fuzzy setst-norm and t-conormComplex fuzzy t-norms and t-conormsMulti-criteria decision making problem4605 Data management and data science4609 Information systems
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