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This article explores the use of fuzzy operations in systems, including t-norms, t-conorms, uninorms, and aggregation operators. It covers algebraic aspects, representation theorems, and distance-based operations. MATLAB programming is used for visualizing these operations.
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Experts are confident in using special types of operations in fuzzy systems, such as t-norms, t-conorms, uninorms, and more generally, aggregation operators, and researchers are more and more meticulous in providing exact mathematical definitions for those
Structure of the uninorm 1 SU U e U TU e 1
minn Representable uninorms • The structure of the left-continuous conjunctive idempotent uninorm
max • The structure of the right-continuous disjunctive idempotent uninorm
2. Distance based operations • Absorbing norms • Distance based operators
Structure of absorbing norm ASTmin 1 T min a min S a 1
The maximum distance minimum operator with respect to e]0,1] is defined as function where
the maximum distance maximum operator with respect to is defined as function
the minimum distance minimum operator with respect to is defined asfunction
the minimum distance maximum operator with respect to is defined asfunction
Modified Distance-based Operators for residual implications of uninorms
Ábrázoljuk 2D és 3D formában a jellemző fuzzy múveleteket. Használjuk a MATLAB programot!