Some Results for Pythagorean Fuzzy Sets

被引:779
作者
Peng, Xindong [1 ]
Yang, Yong [1 ]
机构
[1] Northwest Normal Univ, Coll Comp Sci & Engn, Lanzhou, Peoples R China
基金
美国国家科学基金会;
关键词
DECISION-MAKING; MEMBERSHIP GRADES; OPERATORS;
D O I
10.1002/int.21738
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Pythagorean fuzzy sets (PFSs), originally proposed by Yager (Yager, Abbasov. Int J Intell Syst 2013;28:436-452), are a new tool to deal with vagueness considering the membership grades are pairs (mu, nu) satisfying the condition mu(2) + nu(2) <= 1. As a generalized set, PFSs have close relationship with intuitionistic fuzzy sets (IFSs). PFSs can be reduced to IFSs satisfying the condition mu + nu <= 1. However, the related operations of PFSs do not take different conditions into consideration. To better understand PFSs, we propose two operations: division and subtraction, and discuss their properties in detail. Then, based on Pythagorean fuzzy aggregation operators, their properties such as boundedness, idempotency, and monotonicity are investigated. Later, we develop a Pythagorean fuzzy superiority and inferiority ranking method to solve uncertainty multiple attribute group decision making problem. Finally, an illustrative example for evaluating the Internet stocks performance is given to verify the developed approach and to demonstrate its practicality and effectiveness. (C) 2015 Wiley Periodicals, Inc.
引用
收藏
页码:1133 / 1160
页数:28
相关论文
共 19 条
[1]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[2]   HOW TO SELECT AND HOW TO RANK PROJECTS - THE PROMETHEE METHOD [J].
BRANS, JP ;
VINCKE, P ;
MARESCHAL, B .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1986, 24 (02) :228-238
[3]  
Chai J., 2010, 2010 WORLD AUTOMATIO, P1
[4]   A NEW RULE-BASED SIR APPROACH TO SUPPLIER SELECTION UNDER INTUITIONISTIC FUZZY ENVIRONMENTS [J].
Chai, Junyi ;
Liu, James N. K. ;
Xu, Zeshui .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2012, 20 (03) :451-471
[5]   Fuzzy inferior ratio method for multiple attribute decision making problems [J].
Hadi-Vencheh, A. ;
Mirjaberi, M. .
INFORMATION SCIENCES, 2014, 277 :263-272
[6]   A novel SIR method for multiple attributes group decision making problem under hesitant fuzzy environment [J].
Ma, Zu-Jun ;
Zhang, Nian ;
Dai, Ying .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (05) :2119-2130
[7]   Some induced correlated aggregating operators with intuitionistic fuzzy information and their application to multiple attribute group decision making [J].
Wei, Guiwu ;
Zhao, Xiaofei .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (02) :2026-2034
[8]   Some induced geometric aggregation operators with intuitionistic fuzzy information and their application to group decision making [J].
Wei, Guiwu .
APPLIED SOFT COMPUTING, 2010, 10 (02) :423-431
[9]   The SIR method: A superiority and inferiority ranking method for multiple criteria decision making [J].
Xu, XZ .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 131 (03) :587-602
[10]   Dynamic intuitionistic fuzzy multi-attribute decision making [J].
Xu, Zeshui ;
Yager, Ronald R. .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (01) :246-262