Logarithmic Hybrid Aggregation Operators Based on Single Valued Neutrosophic Sets and Their Applications in Decision Support Systems

被引:35
作者
Ashraf, Shahzaib [1 ]
Abdullah, Saleem [1 ]
Smarandache, Florentin [2 ]
ul Amin, Noor [3 ]
机构
[1] Abdul Wali Khan Uniers, Dept Math, Mardan 23200, Pakistan
[2] Univ New Mexico, Dept Math & Sci, 705 Gurley Ave, Gallup, NM 87301 USA
[3] Hazara Univ, Dept Informat Technol, Mansehra 21300, Pakistan
来源
SYMMETRY-BASEL | 2019年 / 11卷 / 03期
关键词
single valued neutrosophic sets; logarithmic operational laws; logarithmic aggregation operators; MCGDM problems;
D O I
10.3390/sym11030364
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recently, neutrosophic sets are found to be more general and useful to express incomplete, indeterminate and inconsistent information. The purpose of this paper is to introduce new aggregation operators based on logarithmic operations and to develop a multi-criteria decision-making approach to study the interaction between the input argument under the single valued neutrosophic (SVN) environment. The main advantage of the proposed operator is that it can deal with the situations of the positive interaction, negative interaction or non-interaction among the criteria, during decision-making process. In this paper, we also defined some logarithmic operational rules on SVN sets, then we propose the single valued neutrosophic hybrid aggregation operators as a tool for multi-criteria decision-making (MCDM) under the neutrosophic environment and discussd some properties. Finally, the detailed decision-making steps for the single valued neutrosophic MCDM problems were developed, and a practical case was given to check the created approach and to illustrate its validity and superiority. Besides this, a systematic comparison analysis with other existent methods is conducted to reveal the advantages of our proposed method. Results indicate that the proposed method is suitable and effective for decision process to evaluate their best alternative.
引用
收藏
页数:23
相关论文
共 35 条
[1]   FUZZY SET-THEORY IN MEDICAL DIAGNOSIS [J].
ADLASSNIG, KP .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (02) :260-265
[2]  
Ashraf S., 2018, Nucleus, V55, P66
[3]   Spherical fuzzy sets and their applications in multi-attribute decision making problems [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir ;
Ghani, Fazal ;
Mahmood, Tariq .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (03) :2829-2844
[4]   Spherical aggregation operators and their application in multiattribute group decision-making [J].
Ashraf, Shahzaib ;
Abdullah, Saleem .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (03) :493-523
[5]   Different Approaches to Multi-Criteria Group Decision Making Problems for Picture Fuzzy Environment [J].
Ashraf, Shahzaib ;
Mahmood, Tahir ;
Abdullah, Saleem ;
Khan, Qaisar .
BULLETIN OF THE BRAZILIAN MATHEMATICAL SOCIETY, 2019, 50 (02) :373-397
[6]   GRA method based on spherical linguistic fuzzy Choquet integral environment and its application in multi-attribute decision-making problems [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir .
MATHEMATICAL SCIENCES, 2018, 12 (04) :263-275
[7]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[8]  
Broumi Said, 2017, Applied Mechanics and Materials, V859, P59, DOI 10.4028/www.scientific.net/AMM.859.59
[9]  
Broumi S, 2016, PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), P44, DOI 10.1109/FTC.2016.7821588
[10]  
Broumi S, 2016, INT C ADV MECH SYST, P412, DOI 10.1109/ICAMechS.2016.7813483