Interval-valued hesitant fuzzy multi-granularity three-way decisions in consensus processes with applications to multi-attribute group decision making

被引:55
|
作者
Zhang, Chao [1 ,2 ]
Li, Deyu [1 ,2 ]
Liang, Jiye [1 ]
机构
[1] Shanxi Univ, Key Lab Computat Intelligence & Chinese Informat, Minist Educ, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
[2] Shanxi Univ, Sch Comp & Informat Technol, Taiyuan 030006, Shanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-granularity three-way decisions; Multi-attribute group decision making; Consensus and conflicting opinions; Multigranulation decision-theoretic rough sets; Mergers and acquisitions target selections; MULTIGRANULATION ROUGH SET; 2 UNIVERSES MODEL;
D O I
10.1016/j.ins.2019.09.037
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Multi-attribute group decision making (MAGDM) is a common activity for multi-variable complicated decision making situations by integrating collective wisdom. Aiming at fusing granular computing with three-way decisions (3WD) to study scheme synthesis and analysis of solution space, multi-granularity three-way decisions (MG-3WD) provide multi dimension problem solving methods for MAGDM problems. By using MG-3WD frameworks, this paper intends to study viable strategies of processing consensus and conflicting opinions provided by different decision makers in the interval-valued hesitant fuzzy (IVHF) MAGDM problem. More specifically, after reviewing the relevant literature, four kinds of IVHF multigranulation decision-theoretic rough sets (MG-DTRSs) over two universes are proposed according to different risk appetites of experts firstly. Then, we explore some fundamental propositions of newly proposed models. Afterwards, solutions to MAGDM problems in the context of mergers and acquisitions (M&A) target selections by using the presented IVHF MG-DTRSs over two universes are constructed. At last, a M&A target selection case study, along with a sensitivity analysis and a comparative analysis, is applied to illustrate the established decision making approaches. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页码:192 / 211
页数:20
相关论文
共 50 条
  • [21] Interval-valued spherical fuzzy matrix and its applications in multi-attribute decision-making process
    Kumar, Vineet
    Gupta, Anjana
    Taneja, Harish Chander
    MAEJO INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY, 2023, 17 (03) : 265 - 278
  • [22] Multi-classification decision-making method for interval-valued intuitionistic fuzzy three-way decisions and its application in the group decision-making
    Dajun Ye
    Decui Liang
    Tao Li
    Shujing Liang
    International Journal of Machine Learning and Cybernetics, 2021, 12 : 661 - 687
  • [23] Multi-classification decision-making method for interval-valued intuitionistic fuzzy three-way decisions and its application in the group decision-making
    Ye, Dajun
    Liang, Decui
    Li, Tao
    Liang, Shujing
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 12 (03) : 661 - 687
  • [24] Improved Interval-Valued Intuitionistic Fuzzy Entropy and Its Applications in Multi-attribute Decision Making Problems
    Xie, Xiang-jun
    Lv, Xiao-xia
    FUZZY SYSTEMS & OPERATIONS RESEARCH AND MANAGEMENT, 2016, 367 : 201 - 211
  • [25] A novel three-way decision method for interval-valued hesitant fuzzy environment
    Zhan, Qiuyan
    Jin, Lesheng
    Yager, Ronald R. R.
    Mesiar, Radko
    SOFT COMPUTING, 2023, 27 (17) : 12289 - 12307
  • [26] A three-way decision method with prospect theory to multi-attribute decision-making and its applications under hesitant fuzzy environments
    Wang, Jiajia
    Ma, Xueling
    Xu, Zeshui
    Pedrycz, Witold
    Zhan, Jianming
    APPLIED SOFT COMPUTING, 2022, 126
  • [27] Application of satisfactory degree to interval-valued intuitionistic fuzzy multi-attribute decision making
    Yu, Gao-Feng
    Li, Deng-Feng
    Qiu, Jin-Ming
    Ye, Yin-Fang
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (01) : 1019 - 1028
  • [28] Multi-Attribute Decision Making with Interval-Valued Hesitant Fuzzy Information, a Novel Synthetic Grey Relational Degree Method
    Sun, Guidong
    Guan, Xin
    Yi, Xiao
    Zhou, Zheng
    INFORMATICA, 2018, 29 (03) : 517 - 537
  • [29] Maximizing deviation method for interval-valued intuitionistic fuzzy multi-attribute decision making
    Xu Xin
    Wang Weize
    Wang Zhoujing
    ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 1087 - 1092
  • [30] A Fractional Programming Method for Interval-valued Intuitionistic Fuzzy Multi-attribute Decision Making
    Wang, Zhoujing
    Xu, Jianhui
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 636 - +