Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method

被引:421
|
作者
Chen, Shyi-Ming [1 ,2 ]
Lee, Li-Wei [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[2] Jinwen Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei Cty, Taiwan
关键词
Interval type-2 fuzzy sets; Fuzzy multiple attributes group decision-making; TOPSIS; ranking values; SOFTWARE-DEVELOPMENT; ENVIRONMENT; INFORMATION; RISK;
D O I
10.1016/j.eswa.2009.09.012
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Type-2 fuzzy sets involve more uncertainties than type-1 fuzzy sets. They provide us with additional degrees of freedom to represent the uncertainty and the fuzziness of the real world. In this paper, we present an interval type-2 fuzzy TOPSIS method to handle fuzzy multiple attributes group decision-making problems based on interval type-2 fuzzy sets. We also use some examples to illustrate the fuzzy multiple attributes group decision-making process of the proposed method. The proposed method provides us with a useful way to handle fuzzy multiple attributes group decision-making problems in a more flexible and more intelligent manner due to the fact that it uses interval type-2 sets rather than traditional type-1 fuzzy sets to represent the evaluating values and the weights of the attributes. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2790 / 2798
页数:9
相关论文
共 50 条
  • [41] Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship
    Tang, Guolin
    Long, Jianpeng
    Gu, Xiaowei
    Chiclana, Francisco
    Liu, Peide
    Wang, Fubin
    INFORMATION SCIENCES, 2022, 584 : 184 - 211
  • [42] Collaborative decision-making method for patient-centered care based on interval type-2 fuzzy sets
    Chen, Ting-Yu
    JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2012, 29 (07) : 494 - 513
  • [43] A fuzzy multi-objective group decision-making method based on TOPSIS
    Meng, B
    Gu, JM
    PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 262 - 265
  • [44] Fuzzy decision making systems based on interval type-2 fuzzy sets
    Chen, Shyi-Ming
    Wang, Cheng-Yi
    INFORMATION SCIENCES, 2013, 242 : 1 - 21
  • [45] An interval type-2 fuzzy TOPSIS model for large scale group decision making problems with social network information
    Wu, Tong
    Liu, Xinwang
    Liu, Fang
    INFORMATION SCIENCES, 2018, 432 : 392 - 410
  • [46] An interval type-2 fuzzy clustering solution for large-scale multiple-criteria group decision-making problems
    Wu, Tong
    Liu, Xin-Wang
    KNOWLEDGE-BASED SYSTEMS, 2016, 114 : 118 - 127
  • [47] Trapezoidal interval type-2 fuzzy aggregation operators and their application to multiple attribute group decision making
    Zhiming Zhang
    Neural Computing and Applications, 2018, 29 : 1039 - 1054
  • [48] Trapezoidal interval type-2 fuzzy aggregation operators and their application to multiple attribute group decision making
    Zhang, Zhiming
    NEURAL COMPUTING & APPLICATIONS, 2018, 29 (04): : 1039 - 1054
  • [49] Multiple Attribute Group Decision Making Based on Interval Type-2 Fuzzy Cross-entropy and Ranking Value
    Du, Liangli
    Peng, Ying
    Mao, Jungjun
    Yao, Dengbao
    2017 32ND YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2017, : 791 - 796
  • [50] Interval Type-2 Fuzzy Multi Criteria Decision Making Based on Intuitive Multiple Centroid
    Khalif, Ku Muhammad Naim Ku
    Gegov, Alexander
    Abu Bakar, Ahmad Syafadhli
    Safar, Noor Zuraidin Mohd
    RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING (SCDM 2020), 2020, 978 : 211 - 221