A Neutrosophic Normal Cloud and Its Application in Decision-Making

被引:76
|
作者
Zhang, Hong-yu [1 ]
Ji, Pu [1 ]
Wang, Jian-qiang [1 ]
Chen, Xiao-hong [1 ]
机构
[1] Cent South Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Neutrosophic normal cloud (NNC); Backward cloud generator; Aggregation operator; Multi-criteria group decision-making; SIMILARITY MEASURES; CORRELATION-COEFFICIENT; AGGREGATION OPERATORS; CROSS-ENTROPY; FUZZY-SETS; ALGORITHM; WEIGHTS;
D O I
10.1007/s12559-016-9394-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, a neutrosophic normal cloud (NNC) and several other related concepts, including a backward cloud generator, two aggregated operators, and an NNC distance measurement, are proposed. Using these concepts, we also construct a multi-criteria group decision-making approach to single-value neutrosophic environments. In the proposed approach, all evaluations provided by decision-makers are aggregated via the backward cloud generator. The resulting NNC reflects the distribution of customer evaluations. An empirical example and a comparative study are also provided in order to illustrate and validate the proposed approach. The results of an empirical case study using data from indicate that the proposed approach could be effectively applied to practical problems.
引用
收藏
页码:649 / 669
页数:21
相关论文
共 50 条
  • [1] A Neutrosophic Normal Cloud and Its Application in Decision-Making
    Hong-yu Zhang
    Pu Ji
    Jian-qiang Wang
    Xiao-hong Chen
    [J]. Cognitive Computation, 2016, 8 : 649 - 669
  • [2] Trapezoidal neutrosophic set and its application to multiple attribute decision-making
    Jun Ye
    [J]. Neural Computing and Applications, 2015, 26 : 1157 - 1166
  • [3] Effective neutrosophic soft set theory and its application to decision-making
    Karatas, Elif
    Yolcu, Adem
    Ozturk, Taha Yasin
    [J]. AFRIKA MATEMATIKA, 2023, 34 (04)
  • [4] Effective neutrosophic soft set theory and its application to decision-making
    Elif Karatas
    Adem Yolcu
    Taha Yasin Ozturk
    [J]. Afrika Matematika, 2023, 34
  • [5] Trapezoidal neutrosophic set and its application to multiple attribute decision-making
    Ye, Jun
    [J]. NEURAL COMPUTING & APPLICATIONS, 2015, 26 (05): : 1157 - 1166
  • [6] RENEWED STRUCTURE OF NEUTROSOPHIC SOFT GRAPHS AND ITS APPLICATION IN DECISION-MAKING PROBLEM
    Celik, Yildiray
    [J]. COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS, 2023, 72 (04): : 1055 - 1076
  • [7] On Parametric Divergence Measure of Neutrosophic Sets with its Application in Decision-making Models
    Guleria, Abhishek
    Srivastava, Saurabh
    Bajaj, Rakesh Kumar
    [J]. NEUTROSOPHIC SETS AND SYSTEMS, 2019, 29 : 101 - 120
  • [8] On parametric divergence measure of neutrosophic Sets with its application in decision-making models
    Guleria, Abhishek
    Srivastava, Saurabh
    Bajaj, Rakesh Kumar
    [J]. Neutrosophic Sets and Systems, 2019, 29 : 101 - 120
  • [9] Pythagorean Neutrosophic Planar Graphs with an Application in Decision-Making
    Chellamani, P.
    Ajay, D.
    Al-Shamiri, Mohammed M.
    Ismail, Rashad
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 75 (03): : 5158 - 5158
  • [10] Linguistic neutrosophic matrix energy and its application in multiple criteria group decision-making
    Yong, Rui
    Du, Shigui
    Ye, Jun
    [J]. JOURNAL OF MANAGEMENT ANALYTICS, 2023, 10 (03) : 477 - 492