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

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作者
Peide Liu
Zeeshan Ali
Tahir Mahmood
机构
[1] Shandong Women’s University,School of Business Administration
[2] Riphah International University,Department of Mathematics and Statistics
[3] International Islamic University,Department of Mathematics and Statistics
[4] Shandong Key Laboratory of New Smart Media,undefined
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Complex Atanassov intuitionistic fuzzy sets; Schweizer-Sklar power aggregation operators; Decision-making techniques;
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摘要
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.
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页码:3673 / 3690
页数:17
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