A Novel Improved Accuracy Function for Interval Valued Pythagorean Fuzzy Sets and Its Applications in the Decision-Making Process

被引:136
作者
Garg, Harish [1 ]
机构
[1] Thapar Univ, Sch Math, Patiala 147004, Punjab, India
关键词
MEMBERSHIP GRADES; TOPSIS;
D O I
10.1002/int.21898
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The objective of this work is to present an improved accuracy function for the ranking order of interval-valued Pythagorean fuzzy sets (IVPFSs). Shortcomings of the existing score and accuracy functions in interval-valued Pythagorean environment have been overcome by the proposed accuracy function. In the proposed function, degree of hesitation between the element of IVPFS has been taken into account during the analysis. Based on it, multicriteria decision-making method has been proposed for finding the desirable alternative(s). Finally, an illustrative example for solving the decision-making problem has been presented to demonstrate application of the proposed approach.
引用
收藏
页码:1247 / 1260
页数:14
相关论文
共 50 条
[31]   A Multicriteria Interval-Valued Intuitionistic Fuzzy Set TOPSIS Decision-Making Approach Based on the Improved Score Function [J].
Li, Wei-wei ;
Wu, Chong .
JOURNAL OF INTELLIGENT SYSTEMS, 2016, 25 (02) :239-250
[32]   Multiple attribute group decision-making based on generalized aggregation operators under linguistic interval-valued Pythagorean fuzzy environment [J].
Verma, Rajkumar ;
Agarwal, Nikunj .
GRANULAR COMPUTING, 2022, 7 (03) :591-632
[33]   Complex Diophantine interval-valued Pythagorean normal set for decision-making processes [J].
Palanikumar, Murugan ;
Kausar, Nasreen ;
Tharaniya, Ponnaiah ;
Stevic, Zeljko ;
Tesgera Tolasa, Fikadu .
SCIENTIFIC REPORTS, 2025, 15 (01)
[34]   Pythagorean fuzzy preference relations and their applications in group decision-making systems [J].
Mandal, Prasenjit ;
Ranadive, A. S. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (07) :1700-1717
[35]   Similarity measures for Fermatean fuzzy sets and its applications in group decision-making [J].
Sahoo, Laxminarayan .
DECISION SCIENCE LETTERS, 2022, 11 (02) :167-180
[36]   A NEW IMPROVED SCORE FUNCTION OF AN INTERVAL-VALUED PYTHAGOREAN FUZZY SET BASED TOPSIS METHOD [J].
Garg, Harish .
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2017, 7 (05) :463-474
[37]   Distance and similarity measures of Pythagorean fuzzy sets and their applications to multiple criteria group decision making [J].
Zeng, Wenyi ;
Li, Deqing ;
Yin, Qian .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (11) :2236-2254
[38]   Interval-valued Hesitant Fuzzy Soft Sets and their Application in Decision Making [J].
Peng, Xindong ;
Yang, Yong .
FUNDAMENTA INFORMATICAE, 2015, 141 (01) :71-93
[39]   A Novel Decision-Making Approach under Complex Pythagorean Fuzzy Environment [J].
Akram, Muhammad ;
Naz, Sumera .
MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2019, 24 (03)
[40]   Multiple attribute group decision-making based on generalized interval-valued Pythagorean fuzzy Einstein geometric aggregation operators [J].
Rahman, Khaista .
GRANULAR COMPUTING, 2023, 8 (02) :1-18