An intuitionistic fuzzy group decision making method using entropy and association coefficient

被引：43
|
作者：
Khaleie, Samrand [1 ]
Fasanghari, Mehdi [1 ]
机构：
[1] Iran Telecommun Res Ctr ITRC, Dept Informat Technol, Tehran, Iran
来源：
SOFT COMPUTING | 2012年 / 16卷 / 07期
关键词：
Group decision making; Atanassov's intuitionistic fuzzy set; Entropy weight; Association coefficient; SIMILARITY MEASURES; VAGUE SETS; DISTANCES;
D O I：
10.1007/s00500-012-0806-8
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Group decision making is a process in which experts rank and choose the most desirable alternatives based on some accepted criteria. The aim of this paper was to introduce a method to solve group decision making problems with Atanassov's intuitionistic fuzzy sets. First, the weight of each criterion is calculated using intuitionistic fuzzy entropy. Then, the total criteria weight vector is calculated by aggregating the calculated weights. Using the obtained weight vector, the alternatives are ranked based on the association coefficient of the performance of alternatives related to each criterion and the positive ideal intuitionistic fuzzy set value and the negative ideal intuitionistic fuzzy set value. Finally, to show the application of the proposed method, it is implemented in software vendor selection.
引用
收藏
页码：1197 / 1211
页数：15
相关论文
共 50 条
  • [31] Intuitionistic Fuzzy Multiattribute Decision Making: An Interactive Method
    Xu, Zeshui
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (03) : 514 - 525
  • [32] A new method for decision making in the Intuitionistic Fuzzy setting
    Dymova, Ludmila
    Rog, Izabela
    Sevastjanov, Pavel
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS, 2008, 5097 : 229 - 240
  • [33] A New Method for Intuitionistic Fuzzy Multiattribute Decision Making
    Gupta, Pankaj
    Lin, Chin-Teng
    Mehlawat, Mukesh Kumar
    Grover, Nishtha
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 46 (09): : 1167 - 1179
  • [34] A group decision making method with intuitionistic triangular fuzzy preference relations and its application
    Zhang, Shaolin
    Meng, Fanyong
    APPLIED INTELLIGENCE, 2021, 51 (04) : 2556 - 2573
  • [35] A group decision making method with intuitionistic triangular fuzzy preference relations and its application
    Shaolin Zhang
    Fanyong Meng
    Applied Intelligence, 2021, 51 : 2556 - 2573
  • [36] A Method Based on Interval-Valued Intuitionistic Fuzzy Entropy for Multiple Attribute Decision Making
    Chen, Qi
    Xu, Zeshui
    Liu, Shousheng
    Yu, Xiaohan
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2010, 13 (01): : 67 - 77
  • [37] Extended TOPSIS with Correlation Coefficient of Triangular Intuitionistic Fuzzy Sets for Multiple Attribute Group Decision Making
    Robinson, John P.
    Amirtharaj, Henry E. C.
    INTERNATIONAL JOURNAL OF DECISION SUPPORT SYSTEM TECHNOLOGY, 2011, 3 (03) : 15 - 41
  • [38] A multicriteria intuitionistic fuzzy group decision making for plant location selection with ELECTRE method
    Devi, Kavita
    Yadav, Shiv Prasad
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 66 (9-12): : 1219 - 1229
  • [39] A Search for the Correlation Coefficient of Triangular and Trapezoidal Intuitionistic Fuzzy Sets for Multiple Attribute Group Decision Making
    Robinson, John P.
    Amirtharaj, Henry E. C.
    MATHEMATICAL MODELLING AND SCIENTIFIC COMPUTATION, 2012, 283 : 333 - 342
  • [40] A Consistency and Consensus Based Method for Group Decision Making with Intuitionistic Fuzzy Preference Relations
    Xu, Gaili
    2017 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (IEEE ISKE), 2017,
12345