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
  • [1] Fuzzy multiple attributes group decision-making based on the extension of TOPSIS method and interval type-2 fuzzy sets
    Lee, Li-Wei
    Chen, Shyi-Ming
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3260 - 3265
  • [2] Fuzzy Multiple Attributes Group Decision-Making Based on Ranking Interval Type-2 Fuzzy Sets and the TOPSIS Method
    Chen, Shyi-Ming
    Hong, Jia-An
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2014, 44 (12): : 1665 - 1673
  • [3] An approach based on TOPSIS for interval type-2 fuzzy multiple attributes decision-making
    Yang, Caixia
    Chen, Wei
    Peng, Ding-Hong
    International Journal of Control and Automation, 2015, 8 (11): : 81 - 92
  • [4] A NEW METHOD FOR FUZZY MULTIPLE ATTRIBUTES GROUP DECISION MAKING BASED ON INTERVAL TYPE-2 FUZZY SETS AND THE TOPSIS METHOD
    Chen, Shyi-Ming
    Hong, Jia-An
    PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2014, : 338 - 344
  • [5] Fuzzy multiple attributes group decision-making based on ranking interval type-2 fuzzy sets
    Chen, Shyi-Ming
    Yang, Ming-Wey
    Lee, Li-Wei
    Yang, Szu-Wei
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 5295 - 5308
  • [6] A new method for fuzzy multiple attributes group decision-making based on the arithmetic operations of interval type-2 fuzzy sets
    Lee, Li-Wei
    Chen, Shyi-Ming
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3084 - 3089
  • [7] Fuzzy multiple attributes hierarchical group decision-making based on the ranking values of interval type-2 fuzzy sets
    Lee, Li-Wei
    Chen, Shyi-Ming
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3266 - 3271
  • [8] AN EXTENDED METHOD FOR FUZZY MULTIPLE ATTRIBUTE GROUP DECISION-MAKING BASED ON INTERVAL TYPE-2 FUZZY SETS
    Eren, Zafer
    Bozdag, C. Erhan
    UNCERTAINTY MODELING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2012, 7 : 164 - 170
  • [9] Fuzzy multiple attributes group decision-making based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets
    Chen, Shyi-Ming
    Lee, Li-Wei
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (01) : 824 - 833
  • [10] Fuzzy Multi-Attributes Group Decision-Making Method Based on the Possibility Degree of Interval Type-2 Fuzzy Sets
    Gong, Yanbing
    2013 INTERNATIONAL CONFERENCE ON ADVANCED EDUCATION TECHNOLOGY AND MANAGEMENT SCIENCE (AETMS), 2013, : 347 - 351