Pythagorean Fuzzy Monotonic Argument Dependent OWA Operator and Its Applications in Multiple Attribute Decision Making

被引:0
|
作者
Hongya Bian
Wenyi Zeng
Deqing Li
Zheng Xie
Qian Yin
机构
[1] Xiamen Institute of Technology,School of Data and Computer Science
[2] Neusoft Institute Guangdong,Academy of Foundational Education
[3] Beijing Normal University,School of Artificial Intelligence
来源
International Journal of Fuzzy Systems | 2024年 / 26卷
关键词
Pythagorean fuzzy sets; Pythagorean fuzzy numbers; Ranking approach; DOWA operator; PFMDOWA operators;
D O I
暂无
中图分类号
学科分类号
摘要
After analyzing the existing ranking methods of Pythagorean fuzzy numbers (PFNs) by several examples, some shortcomings of the existing ranking methods are pointed out. To conquer such shortcomings, we propose a novel approach to rank PFNs by using power index measure and score function of PFN. Simultaneously, the rationality of the proposed ranking method is analyzed theoretically. Besides, the techniques of aggregating Pythagorean fuzzy information are investigated. To expand the practical application scope of the DOWA operator to Pythagorean fuzzy environments, we present two kinds of Pythagorean fuzzy monotonic DOWA (PFMDOWA) operators by utilizing the power index measure of PFN. If the weights of attributes are considered, we further develop two kinds of Pythagorean fuzzy hybrid monotonic DOWA (PFHMDOWA) operators. The main advantage of the PFMDOWA operator and PFHMDOWA operator is that the weights associated to the operators can be generated and adjusted dynamically. Lastly, a decision making example is given to verify the flexibility and rationality of the presented techniques.
引用
收藏
页码:1016 / 1029
页数:13
相关论文
共 50 条