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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2017 Issue 4, Pages 60–68 (Mi iipr266)

Soft computing

A comparison of different fuzzy arithmetics

A. O. Shevlyakov, M. G. Matveev

Voronezh State University

Abstract: In our previous research, we proposed the algebra of double component numbers. In this paper we compare it with two other approaches to the implementation of fuzzy calculations. The first approach is the Zadeh’s extension principle. The second approach is the single level constraint interval arithmetic. The paper shows the relations between the parameters of the calculation results with these approaches. The results of these approaches are compared in some numerical examples.

Keywords: fuzzy algebraic structure, fuzzy arithmetic.



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© Steklov Math. Inst. of RAS, 2024