Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2021, Issue 2, Pages 21–34
DOI: https://doi.org/10.14357/20718594210203 (Mi iipr98) 		 
Decision analysis

Type-2 fuzzy sets and their application in decision-making. Implementation

O. V. Baskov, V. D. Nogin

Saint Petersburg State University, Saint Petersburg, Russia
Full-text PDF (503 kB)
DOI: https://doi.org/10.14357/20718594210203
Abstract: The article continues the first part of the survey related to type-2 fuzzy sets and relations. Various techniques and methods of ordering type-2 fuzzy sets, including those based on pairwise comparisons, are analyzed. The existing approaches to solving multicriteria problems are analyzed, the set of feasible variants of which consists type-2 fuzzy sets. The problem of multicriteria choice with a type-2 fuzzy preference relation is considered, and axioms are given, the acceptance of which guarantees the fulfillment of the Edgeworth-Pareto principle.
Keywords: type-2 fuzzy sets, type-2 fuzzy relation, outranking of fuzzy sets, multicriteria choice.
Funding agency Grant number
Russian Foundation for Basic Research 20-07-00298а
English version:
, 2022, Volume 49, Issue 5, Pages 292–300
DOI: https://doi.org/10.3103/S0147688222050021
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: O. V. Baskov, V. D. Nogin, “Type-2 fuzzy sets and their application in decision-making. Implementation”, Artificial Intelligence and Decision Making, 2021, no. 2, 21–34; 49, no. 5, 2022, 292–300
Citation in format AMSBIB
\Bibitem{BasNog21}
\by O.~V.~Baskov, V.~D.~Nogin
\paper Type-2 fuzzy sets and their application in decision-making. Implementation
\jour Artificial Intelligence and Decision Making
\yr 2021
\issue 2
\pages 21--34
\mathnet{http://mi.mathnet.ru/iipr98}
\crossref{https://doi.org/10.14357/20718594210203}
\elib{https://elibrary.ru/item.asp?id=46326255}
\transl
\yr 2022
\vol 49
\issue 5
\pages 292--300
\crossref{https://doi.org/10.3103/S0147688222050021}
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