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Schweizer-Sklar power aggregation operators based on complex intuitionistic fuzzy information and their application in decision-making.

Authors :
Liu, Peide
Ali, Zeeshan
Mahmood, Tahir
Source :
Complex & Intelligent Systems; Jun2024, Vol. 10 Issue 3, p3673-3690, 18p
Publication Year :
2024

Abstract

In 1960, Schweizer and Sklar introduced the novel Schweizer-Sklar t-norm and t-conorm which is used in the construction of aggregation operators. Schweizer-Sklar norms are more general than algebraic norms and Einstein norms. Additionally, computing the power operators based on the Schweizer-Sklar norms for complex Atanassov intuitionistic fuzzy (CA-IF) set is very awkward and complicated. In this manuscript, firstly, we propose the Schweizer-Sklar operational laws for CA-IF values, and secondly, we develop the CA-IF Schweizer-Sklar power averaging (CA-IFSSPA) operator, CA-IF Schweizer-Sklar power ordered averaging (CA-IFSSPOA) operator, CA-IF Schweizer-Sklar power geometric (CA-IFSSPG) operator, and CA-IF Schweizer-Sklar power ordered geometric (CA-IFSSPOG) operator. Some suitable and dominant properties for the above operators are also discussed. Furthermore, to simplify the above operators, we develop the procedure of decision-making technique, called multi-attribute decision-making (MADM) methods based on the proposed operators based on CA-IF values. Finally, we compare the proposed methods with some existing methods to describe the efficiency and capability of the discovered approaches by some examples. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21994536
Volume :
10
Issue :
3
Database :
Complementary Index
Journal :
Complex & Intelligent Systems
Publication Type :
Academic Journal
Accession number :
177309385
Full Text :
https://doi.org/10.1007/s40747-023-01331-w