A soft set based VIKOR approach for some decision-making problems under complex neutrosophic environment

被引:27
作者
Manna, Soumi [1 ]
Basu, Tanushree Mitra [1 ]
Mondal, Shyamal Kumar [1 ]
机构
[1] Vidyasagar Univ, Dept Appl Math Oceanol & Comp Programming, Midnapore 721102, WB, India
关键词
Complex neutrosophic soft set; Complex neutrosophic aggregation; Complex neutrosophic soft union; Complex neutrosophic soft intersection; Score function; VIKOR method; WEIGHT;
D O I
10.1016/j.engappai.2019.103432
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Applications in various fields of neutrosophic soft set theory enhance its appreciation to the researchers. Although, this uncertain solving tool can accomplish several types of real-life problems, but not able to deal with the decision-making problems in which considering an additional information of a corresponding parameter is needed to get a proper decision from a problem. But, complex neutrosophic soft sets can handle such type of decision-making problems. Consequently, in this study, we have given concentration on solving soft set based decision-making problems in the field of complex neutrosophic environment. Firstly, we have introduced some basic set-theoretic operations of complex neutrosophic sets including different types of unions, intersections and aggregations. Then, a new definition of score function of a complex neutrosophic number has been proposed. Additionally, the above-defined unions and intersections of complex neutrosophic sets have been stated for complex neutrosophic soft sets. Finally, by utilizing these proposed notions, we have offered a complex neutrosophic soft VIKOR approach to get a compromise optimal solution for single as well as multiple decision-maker based problems. Our proposed approach has been clarified by several real life-related problems including medical diagnosis problem, sustainable manufacturing material selection problem, company's manager selection problem, etc. The feasibility and effectiveness of our proposed approach have also been included in the article.
引用
收藏
页数:21
相关论文
共 43 条
[1]   On some new operations in soft set theory [J].
Ali, M. Irfan ;
Feng, Feng ;
Liu, Xiaoyan ;
Min, Won Keun ;
Shabir, M. .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (09) :1547-1553
[2]   Complex neutrosophic set [J].
Ali, Mumtaz ;
Smarandache, Florentin .
NEURAL COMPUTING & APPLICATIONS, 2017, 28 (07) :1817-1834
[3]   Complex Intuitionistic Fuzzy Sets [J].
Alkouri, Abdulazeez S. ;
Salleh, Abdul Razak .
INTERNATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED SCIENCES 2012 (ICFAS2012), 2012, 1482 :464-470
[4]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[5]   Soft set relations and functions [J].
Babitha, K. V. ;
Sunil, J. J. .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 60 (07) :1840-1849
[6]  
Basu T.M., 2015, COMPUT COMMUN COLLAB, V3, DOI [10.5281/zenodo.23095, DOI 10.5281/ZENODO.23095]
[7]   A balanced solution of a fuzzy soft set based decision making problem in medical science [J].
Basu, Tanushree Mitra ;
Mahapatra, Nirmal Kumar ;
Mondal, Shyamal Kumar .
APPLIED SOFT COMPUTING, 2012, 12 (10) :3260-3275
[8]  
Broumi S., 2017, FUZZY IEEE C FUZZ SY, P9
[9]   Soft matrix theory and its decision making [J].
Cagman, Naim ;
Enginoglu, Serdar .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 59 (10) :3308-3314
[10]   Group decision making in medical system: An intuitionistic fuzzy soft set approach [J].
Das, Sujit ;
Kar, Samarjit .
APPLIED SOFT COMPUTING, 2014, 24 :196-211