Prioritized weighted aggregation operators under complex pythagorean fuzzy information

被引:37
作者
Akram, Muhammad [1 ]
Peng, Xindong [2 ]
Al-Kenani, Ahmad N. [3 ]
Sattar, Aqsa [1 ]
机构
[1] Univ Punjab, Dept Math, New Campus, Lahore, Pakistan
[2] Shaoguan Univ, Sch Informat Sci & Engn, Shaoguan, Peoples R China
[3] King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah, Saudi Arabia
关键词
Complex pythagorean fuzzy sets; prioritized aggregation operators; decision making; GROUP DECISION-MAKING; FUNDAMENTAL PROPERTIES;
D O I
10.3233/JIFS-200684
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex Pythagorean fuzzy (CPF), aworthwhile generalization of Pythagorean fuzzy set, is a powerful tool to deal with two-dimensional or periodic information. In this paper, we develop two prioritized aggregation operators (AOs) under CPF environment, namely, complex Pythagorean fuzzy prioritized weighted averaging (CPFPWA) operator and complex Pythagorean fuzzy prioritized weighted geometric (CPFPWG) operator. We consider the prioritization relationship among criteria and decision makers (DMs) to make our result more accurate as in real decision making (DM) problems, the criteria and DMs have different priority level. Further, we discuss remarkable properties of our proposed AOs. Moreover, we promote the evolution of MCDM problem by investigating an algorithm in CPF environment with its flow chart. Finally, to check the superiority and validity of proposed operators, we compare the computed results with the different existing techniques.
引用
收藏
页码:4763 / 4783
页数:21
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