A multi-criteria interval-valued intuitionistic fuzzy group decision making with Choquet integral-based TOPSIS

被引:238
|
作者
Tan, Chunqiao [1 ]
机构
[1] Cent South Univ, Sch Business, Changsha 410083, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria group decision making; Interval-valued intuitionistic fuzzy sets; Fuzzy measures; Geometric aggregation operator; Choquet integral; TOPSIS; PERFORMANCE; EXTENSION; OPERATORS; MODEL; RISK;
D O I
10.1016/j.eswa.2010.08.092
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An extension of TOPSIS, a multi-criteria interval-valued intuitionistic fuzzy decision making technique, to a group decision environment is investigated, where inter-dependent or interactive characteristics among criteria and preference of decision makers are taken into account. To get a broad view of the techniques used, first, some operational laws on interval-valued intuitionistic fuzzy values are introduced. Based on these operational laws, a generalized interval-valued intuitionistic fuzzy geometric aggregation operator is proposed which is used to aggregate decision makers' opinions in group decision making process. In addition, some of its properties are discussed. Then Choquet integral-based Hamming distance between interval-valued intuitionistic fuzzy values is defined. Combining the interval-valued intuitionistic fuzzy geometric aggregation operator with Choquet integral-based Hamming distance, an extension of TOPSIS method is developed to deal with a multi-criteria interval-valued intuitionistic fuzzy group decision making problems. Finally, an illustrative example is used to illustrate the developed procedures. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3023 / 3033
页数:11
相关论文
共 50 条
  • [21] A Method for Multi-Attribute Group Decision Making Based on Generalized Interval-Valued Intuitionistic Fuzzy Choquet Integral Operators
    Meng, Fanyong
    Tan, Chunqiao
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2017, 25 (05) : 821 - 849
  • [22] Intuitionistic fuzzy Choquet integral operator for multi-criteria decision making
    Tan, Chunqiao
    Chen, Xiaohong
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (01) : 149 - 157
  • [23] Interval-valued intuitionistic fuzzy continuous weighted entropy and its application to multi-criteria fuzzy group decision making
    Jin, Feifei
    Pei, Lidan
    Chen, Huayou
    Zhou, Ligang
    [J]. KNOWLEDGE-BASED SYSTEMS, 2014, 59 : 132 - 141
  • [24] Consensus driven information fusion model of interval-valued intuitionistic fuzzy multi-criteria group decision making
    Zhong X.
    Lan H.
    Jiang W.
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2020, 42 (07): : 1558 - 1566
  • [25] Approaches to multiple-criteria group decision making based on interval-valued intuitionistic fuzzy Choquet integral with respect to the generalized λ-Shapley index
    Meng, Fanyong
    Zhang, Qiang
    Cheng, Hao
    [J]. KNOWLEDGE-BASED SYSTEMS, 2013, 37 : 237 - 249
  • [26] Spherical Fuzzy Choquet Integral-Based VIKOR Method for Multi-Criteria Group Decision-Making Problems
    Rajput, Laxmi
    Kumar, Sanjay
    [J]. CYBERNETICS AND SYSTEMS, 2022, 55 (08) : 2308 - 2328
  • [27] Generalized Shapley Choquet Integral Operator Based Method for Interactive Interval-Valued Hesitant Fuzzy Uncertain Linguistic Multi-Criteria Group Decision Making
    Wan, Shu-Ping
    Yan, Jia
    Zou, Wen-Chang
    Dong, Jiu-Ying
    [J]. IEEE ACCESS, 2020, 8 : 202194 - 202215
  • [28] A LITERATURE REVIEW OF INTERVAL-VALUED INTUITIONISTIC FUZZY MULTI-CRITERIA DECISION-MAKING METHODOLOGIES
    Kokoc, Melda
    Ersoz, Suleyman
    [J]. OPERATIONS RESEARCH AND DECISIONS, 2021, 31 (04) : 89 - 116
  • [29] Interval-valued Pythagorean fuzzy multi-criteria decision-making method based on the set pair analysis theory and Choquet integral
    Li, Feng
    Xie, Jialiang
    Lin, Mingwei
    [J]. COMPLEX & INTELLIGENT SYSTEMS, 2023, 9 (01) : 51 - 63
  • [30] Interval-valued Pythagorean fuzzy multi-criteria decision-making method based on the set pair analysis theory and Choquet integral
    Feng Li
    Jialiang Xie
    Mingwei Lin
    [J]. Complex & Intelligent Systems, 2023, 9 : 51 - 63