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Some Results for Pythagorean Fuzzy Sets | |
Peng, Xindong; Yang, Yong | |
2015-11-01 | |
发表期刊 | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS |
ISSN | 0884-8173 |
卷号 | 30期号:11页码:1133-1160 |
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 (μ,ν) satisfying the condition μ2+ν2≤1. As a generalized set, PFSs have close relationship with intuitionistic fuzzy sets (IFSs). PFSs can be reduced to IFSs satisfying the condition μ+ν≤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. © 2015 Wiley Periodicals, Inc. |
关键词 | Decision making Mathematical operators Boundedness Fuzzy aggregation operators Idempotency Inferiority ranking method Intuitionistic fuzzy sets Membership grade Monotonicity Multiple attribute group decision makings (MAGDM) |
DOI | 10.1002/int.21738 |
收录类别 | EI ; SCIE |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000363730000002 |
出版者 | John Wiley and Sons Ltd, Southern Gate, Chichester, West Sussex, PO19 8SQ, United Kingdom |
EI入藏号 | 20151900835387 |
EI主题词 | Fuzzy sets |
EI分类号 | 912.2 Management |
原始文献类型 | Journal article (JA) |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.nwnu.edu.cn/handle/39RV6HYL/31277 |
专题 | 实体学院_计算机科学与工程学院 |
通讯作者 | Yang, Yong |
作者单位 | Northwest Normal Univ, Coll Comp Sci & Engn, Lanzhou, Peoples R China |
第一作者单位 | 计算机科学与工程学院 |
通讯作者单位 | 计算机科学与工程学院 |
第一作者的第一单位 | 计算机科学与工程学院 |
推荐引用方式 GB/T 7714 | Peng, Xindong,Yang, Yong. Some Results for Pythagorean Fuzzy Sets[J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS,2015,30(11):1133-1160. |
APA | Peng, Xindong,&Yang, Yong.(2015).Some Results for Pythagorean Fuzzy Sets.INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS,30(11),1133-1160. |
MLA | Peng, Xindong,et al."Some Results for Pythagorean Fuzzy Sets".INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 30.11(2015):1133-1160. |
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