New exponential operational laws and their aggregation operators for interval-valued Pythagorean fuzzy multicriteria decision-making

被引:159
作者
Garg, Harish [1 ]
机构
[1] Thapar Inst Engn & Technol Deemed Univ, Sch Math, Patiala 147004, Punjab, India
关键词
Pythagorean fuzzy numbers; interval-valued Pythagorean fuzzy numbers; exponential operational law; aggregation operator; multicriteria decision-making; MEMBERSHIP GRADES; SETS; INFORMATION; NUMBERS; TOPSIS;
D O I
10.1002/int.21966
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, we define two new exponential operational laws about the interval-valued Pythagorean fuzzy set (IVPFS) and their corresponding aggregation operators. However, the exponential parameters (weights) of all the existing operational laws of IVPFSs are crisp values in IVPFS decision-making problems. As a supplement, this paper first introduces new exponential operational laws of IVPFS, where bases are crisp values or interval numbers and exponents are interval-valued Pythagorean fuzzy numbers. The prominent characteristic of these proposed operations is studied. Based on these laws, we develop some new weighted aggregation operators, namely the interval-valued Pythagorean fuzzy weighted exponential averaging operator and the dual interval-valued Pythagorean fuzzy weighted exponential averaging. Finally, a decision-making approach is presented based on these operators and illustrated with some numerical examples to validate the developed approach.
引用
收藏
页码:653 / 683
页数:31
相关论文
共 52 条
[1]  
[Anonymous], HACETTEPE J IN PRESS
[2]  
[Anonymous], GRANULAR COMPUT
[3]   INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[4]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[5]   An Interval-Valued Pythagorean Fuzzy Outranking Method with a Closeness-Based Assignment Model for Multiple Criteria Decision Making [J].
Chen, Ting-Yu .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (01) :126-168
[6]   A Novel Method for Multiattribute Decision Making with Interval-Valued Pythagorean Fuzzy Linguistic Information [J].
Du, Yuqin ;
Hou, Fujun ;
Zafar, Wasif ;
Yu, Qian ;
Zhai, Yubing .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2017, 32 (10) :1085-1112
[7]   Some methods for strategic decision-making problems with immediate probabilities in Pythagorean fuzzy environment [J].
Garg, Harish .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (04) :687-712
[8]   Generalized interaction aggregation operators in intuitionistic fuzzy multiplicative preference environment and their application to multicriteria decision-making [J].
Garg, Harish .
APPLIED INTELLIGENCE, 2018, 48 (08) :2120-2136
[9]   Generalized and group-based generalized intuitionistic fuzzy soft sets with applications in decision-making [J].
Garg, Harish ;
Arora, Rishu .
APPLIED INTELLIGENCE, 2018, 48 (02) :343-356
[10]   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