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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2021 Issue 1, Pages 3–14 (Mi iipr87)

This article is cited in 5 papers

Decision analysis

Type-2 fuzzy sets and their application in decision-making summary. General concepts

O. V. Baskov, V. D. Nogin

Saint Petersburg State University, St. Petersburg, Russia

Abstract: An overview of the basic concepts and algebraic operations related to type-2 fuzzy sets and type-2 fuzzy relations is given. In particular, interval fuzzy type-2 set are considered, among which interval trapezoidal and triangular fuzzy type-2 sets are most common. Standard arithmetic operations with interval fuzzy type-2 set are presented. In addition, several scales of linguistic variables are discussed.

Keywords: type-2 fuzzy sets, type-2 fuzzy relation, interval type-2 fuzzy sets, interval type-2 fuzzy sets.

DOI: 10.14357/20718594210101


 English version:
, 2022, 49:5, 283–291

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© Steklov Math. Inst. of RAS, 2024