Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems

被引:8
|
作者
Ozlu, Serif [1 ]
机构
[1] Gaziantep Univ, Nizip Vocat High Sch, TR-27000 Gaziantep, Turkey
关键词
Type-2 hesitant fuzzy sets; Single valued neutrosophic type-2 hesitant fuzzy sets; Generalized dice measures; Decision making; VECTOR SIMILARITY MEASURES; CORRELATION-COEFFICIENTS;
D O I
10.1007/s13042-021-01480-9
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 paper, we develop single valued neutrosophic type-2 hesitant fuzzy sets (SVNT2HFS), presented as a variation of single valued neutrosophic fuzzy sets and type-2 hesitant fuzzy sets that includes truth, indeterminacy, falsity sets but these parts have been determined from type-2 fuzzy elements with motivation of single valued neutrosophic hesitant fuzzy set (SVNHFS) and Interval neutrosophic hesitant fuzzy set (INHFS). The proposed cluster can present more advantages than SVNHFS and INHFS for decision makers because it can provide a wide scala while membership values are being appointed by experts. Also, SVNHFS, INHFS are special cases of SVNT2HFS as indicated into comparison analysis. Therefore, our cluster has more knowledge capacity. Then, we give some basic dice measures, weighted dice measures, generalized dice measures and generalized weighted dice measures between two SVNT2HFSs. In here, generalized dice measures of SVNT2HFS propose more flexible relation for different values of lambda change according to decision maker's need and requirements. Also, we offer a decision making method and survey similarity between obtained an optimal solution and decision maker's ideas by using dice measures, weighted dice measures, generalized dice measures and generalized weighted dice measures. At the end of the paper, two illustrative examples and two comparative analysis are proposed to show the practicality and effectiveness of our measures.
引用
收藏
页码:33 / 62
页数:30
相关论文
共 50 条
  • [31] Intuitionistic hesitant linguistic sets and their application in multi-criteria decision-making problems
    Zhou, Huan
    Wang, Jing
    Li, Xin-E.
    Wang, Jian-qiang
    OPERATIONAL RESEARCH, 2016, 16 (01) : 131 - 160
  • [32] Hesitant fuzzy information measures and their applications in multi-criteria decision making
    Hu, Junhua
    Zhang, Xiaolong
    Chen, Xiaohong
    Liu, Yongmei
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 47 (01) : 62 - 76
  • [33] An aggregation method for solving group multi-criteria decision-making problems with single-valued neutrosophic sets
    Sodenkamp, Mariya A.
    Tayana, Madjid
    Di Caprio, Debora
    APPLIED SOFT COMPUTING, 2018, 71 : 715 - 727
  • [34] An extension of ELECTRE to multi-criteria decision-making problems with multi-hesitant fuzzy sets
    Peng, Juan-juan
    Wang, Jian-qiang
    Wang, Jing
    Yang, Li-Jun
    Chen, Xiao-hong
    INFORMATION SCIENCES, 2015, 307 : 113 - 126
  • [35] Hesitant Probabilistic Fuzzy Linguistic Sets with Applications in Multi-Criteria Group Decision Making Problems
    Joshi, Dheeraj Kumar
    Beg, Ismat
    Kumar, Sanjay
    MATHEMATICS, 2018, 6 (04):
  • [36] Multi-Valued Multi-Polar Neutrosophic Sets with an application in Multi-Criteria Decision-Making
    Mahmood A.
    Abbas M.
    Murtaza G.
    Neutrosophic Sets and Systems, 2023, 53 : 530 - 561
  • [37] Multi-criteria decision making method based on trapezoidal interval type-2 hesitant fuzzy number
    Hu, Jun-Hua
    Lan, Xia
    Chen, Peng
    Kongzhi yu Juece/Control and Decision, 2015, 30 (05): : 780 - 788
  • [38] An outranking approach for multi-criteria decision-making problems with interval-valued neutrosophic sets
    Hongyu Zhang
    Jianqiang Wang
    Xiaohong Chen
    Neural Computing and Applications, 2016, 27 : 615 - 627
  • [39] N-valued neutrosophic trapezoidal numbers with similarity measures and application to multi-criteria decision-making problems
    Deli, Irfan
    Ulucay, Vakkas
    Polat, Yadigar
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 13 (9) : 4493 - 4518
  • [40] An outranking approach for multi-criteria decision-making problems with interval-valued neutrosophic sets
    Zhang, Hongyu
    Wang, Jianqiang
    Chen, Xiaohong
    NEURAL COMPUTING & APPLICATIONS, 2016, 27 (03): : 615 - 627