Some methods for strategic decision-making problems with immediate probabilities in Pythagorean fuzzy environment

被引:123
作者
Garg, Harish [1 ]
机构
[1] Thapar Univ, Sch Math, Patiala 147004, Punjab, India
关键词
decision making; Pythagorean fuzzy sets; interval-valued Pythagorean fuzzy set; probabilistic aggregation operators; AGGREGATION OPERATORS; MEMBERSHIP GRADES; ACCURACY FUNCTION; TOPSIS; SETS;
D O I
10.1002/int.21949
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, a new decision-making model with probabilistic information and using the concept of immediate probabilities has been developed to aggregate the information under the Pythagorean fuzzy set environment. In it, the existing probabilities have been modified by introducing the attitudinal character of the decision maker by using an ordered weighted average operator. Based on it, we have developed some new probabilistic aggregation operator with Pythagorean fuzzy information, namely probabilistic Pythagorean fuzzy weighted average operator, immediate probability Pythagorean fuzzy ordered weighted average operator, probabilistic Pythagorean fuzzy ordered weighted average, probabilistic Pythagorean fuzzy weighted geometric operator, immediate probability Pythagorean fuzzy ordered weighted geometric operator, probabilistic Pythagorean fuzzy ordered weighted geometric, etc. Furthermore, we extended these operators by taking interval-valued Pythagorean fuzzy information and developed their corresponding aggregation operators. Few properties of these operators have also been investigated. Finally, an illustrative example about the selection of the optimal production strategy has been given to show the utility of the developed method.
引用
收藏
页码:687 / 712
页数:26
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