On accuracy function and distance measures of interval-valued Pythagorean fuzzy sets with application to decision making

被引:9
|
作者
Kumar, T. [1 ]
Bajaj, R. K. [2 ]
Ansari, M. Dilshad [3 ]
机构
[1] SRM Inst Sci & Technol, Delhi NCR Campus, Ghaziabad, UP, India
[2] Jaypee Univ Informat Technol, Solan, HP, India
[3] CMR Coll Engn & Technol, Hyderabad, Telangana, India
关键词
Interval-valued Pythagorean fuzzy numbers; Score function; Accuracy function; Distance measures; Weighted averaging operators; MEMBERSHIP GRADES; PROBABILITIES; OPERATORS;
D O I
10.24200/sci.2019.51579.2260
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the present paper, a new accuracy function is provided to overcome the limitations of the existing score/accuracy functions for interval-valued Pythagorean Fuzzy Sets (PFSs). The proposed accuracy function is validated and discussed in detail through illustrative examples. Furthermore, a new distance measure for interval-valued Pythagorean fuzzy numbers is proposed and used in terms of the existing weighted averaging operators. Finally, with regard to the proposed accuracy function, distance measure, and weighted averaging operators, a numerical example of Multi-Criteria Decision Making (MCDM) process is presented to validate the methodology. (C) 2020 Sharif University of Technology. All rights reserved.
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页码:2127 / 2139
页数:13
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