Multiple-attribute decision making based on single-valued neutrosophic Schweizer-Sklar prioritized aggregation operator

被引:30
作者
Liu, Peide [1 ]
Khan, Qaisar [2 ]
Mahmood, Tahir [2 ]
机构
[1] Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan 250014, Shandong, Peoples R China
[2] Int Islamic Univ, Dept Math & Statist, Islamabad, Pakistan
来源
COGNITIVE SYSTEMS RESEARCH | 2019年 / 57卷
基金
中国国家自然科学基金;
关键词
Single-valued neutrosophic sets; Schweizer-Sklar operations; Prioritized aggregation operator; Multiple-attribute decision making; SETS; FRAMEWORK; SMART;
D O I
10.1016/j.cogsys.2018.10.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Single-valued neutrosophic (SVN) sets can successfully describe the uncertainty problems, and Schweizer-Sklar (SS) t-norm (TN) and t-conorm (TCN) can build the information aggregation process more flexible by a parameter. To fully consider the advantages of SVNS and SS operations, in this article, we extend the SS TN and TCN to single-valued neutrosophic numbers (SVNN) and propose the SS operational laws for SVNNs. Then, we merge the prioritized aggregation (PRA) operator with SS operations, and develop the single-valued neutrosophic Schweizer-Sklar prioritized weighted averaging (SVNSSPRWA) operator, single-valued neutrosophic Schweizer-Sklar prioritized ordered weighted averaging (SVNSSPROWA) operator, single-valued neutrosophic Schweizer-Sklar prioritized weighted geometric (SVNSSPRWG) operator, and single-valued neutrosophic Schweizer-Sklar prioritized ordered weighted geometric (SVNSSPROWG) operator. Moreover, we study some useful characteristics of these proposed aggregation operators (AOs) and propose two decision making models to deal with multiple-attribute decision making (MADM) problems under SVN information based on the SVNSSPRWA and SVNSSPRWG operators. Lastly, an illustrative example about talent introduction is given to testify the effectiveness of the developed methods. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:175 / 196
页数:22
相关论文
共 46 条
[11]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[12]   Towards a Reuse Strategic Decision Pattern Framework - from Theories to Practices [J].
Chang, Victor ;
Abdel-Basset, Mohamed ;
Ramachandran, Muthu .
INFORMATION SYSTEMS FRONTIERS, 2019, 21 (01) :27-44
[13]  
Deschrijver G., 2002, Notes on Intuitionistic Fuzzy Sets, V8, P19
[14]   Generalized arithmetic operators and their relationship to t-norms in interval-valued fuzzy set theory [J].
Deschrijver, Glad .
FUZZY SETS AND SYSTEMS, 2009, 160 (21) :3080-3102
[15]  
Garg H., 2016, INT J UNCERTAINTY QU, V6
[17]   Frank prioritized Bonferroni mean operator with single-valued neutrosophic sets and its application in selecting third-party logistics providers [J].
Ji, Pu ;
Wang, Jian-qiang ;
Zhang, Hong-yu .
NEURAL COMPUTING & APPLICATIONS, 2018, 30 (03) :799-823
[18]  
Karaaslan F., 2018, APPL INTELL, P1
[19]   Some Single Valued Neutrosophic Number Heronian Mean Operators and Their Application in Multiple Attribute Group Decision Making [J].
Li, Yanhua ;
Liu, Peide ;
Chen, Yubao .
INFORMATICA, 2016, 27 (01) :85-110
[20]   Some interval-valued intuitionistic fuzzy Schweizer-Sklar power aggregation operators and their application to supplier selection [J].
Liu, Peide ;
Wang, Peng .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2018, 49 (06) :1188-1211