Averaging aggregation operators with pythagorean trapezoidal fuzzy numbers and their application to group decision making

被引:20
|
作者
Shakeel, M. [1 ]
Abduulah, S. [2 ]
Shahzad, M. [1 ]
Mahmood, T. [3 ]
Siddiqui, N. [4 ]
机构
[1] Hazara Univ Mansehra, Dept Math, Mansehra, Kpk, Pakistan
[2] Abdul Wali Khan Univ Mardan, Dept Math, Mardan, Kpk, Pakistan
[3] Univ Engn & Technol Taxila Sub Campus, Dept Elect Engn, Chakwal, Pakistan
[4] Univ Engn & Technol Taxila, Dept Basic Sci, Taxila, Pakistan
关键词
Trapezoidal fuzzy numbers; pythagorean trapezoidal fuzzy numbers; aggregation operators; group decision making; IMPROVED SCORE FUNCTION; ACCURACY FUNCTION; SETS; TOPSIS;
D O I
10.3233/JIFS-17238
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to investigate information aggregation methods under Pythagorean trapezoidal fuzzy environment. Pythagorean fuzzy set, an extension of the intuitionistic fuzzy set which relax the condition of sum of their membership function to square sum of its non-membership functions is less than one. In this paper, we proposed some operational rules based on PTFNs and verified their some properties. we developed some aggregation operators to use the decision information represented by PTFNS, including the Pythagorean trapezoidal fuzzy weighted averaging (PTFWA) operator, Pythagorean trapezoidal fuzzy ordered weighted averaging (PTFOWA) operator and Pythagorean trapezoidal fuzzy hybrid averaging (PTFHA) operator. Furthermore, we proved their some desirable properties. Based on the (PTFWA) operator, the PTFOWA operator and the PTFHA operator, we presented some new method to deal with the multi-attribute group decision making (MAGDM) problems under the Pythagorean trapezoidal fuzzy environment. Finally, we used some practical example to illustrate the validity and feasibility of the proposed methods by comparing with other methods.
引用
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页码:1899 / 1915
页数:17
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