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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2021 Issue 2, Pages 21–34 (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

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.

DOI: 10.14357/20718594210203


 English version:
, 2022, 49:5, 292–300

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© Steklov Math. Inst. of RAS, 2024