Fuzzy decision making systems based on interval type-2 fuzzy sets

被引：117
|
作者：
Chen, Shyi-Ming [1 ]
Wang, Cheng-Yi [1 ]
机构：
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
来源：
INFORMATION SCIENCES | 2013年 / 242卷
关键词：
Fuzzy multiple attributes decision making; Fuzzy ranking method; Generalized fuzzy number; Interval type-2 fuzzy set; LOGIC CONTROLLERS; RANKING; NUMBERS; DESIGN; MODELS; OPTIMIZATION; AGGREGATION;
D O I：
10.1016/j.ins.2013.04.005
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we present a new method for fuzzy multiple attributes decision making based on interval type-2 fuzzy sets. First, we present a new fuzzy ranking method based on the a-cuts of interval type-2 fuzzy sets. Then, based on the proposed fuzzy ranking method of interval type-2 fuzzy sets, we present a new method for fuzzy multiple attributes decision making. The proposed method can overcome the drawbacks of Liu and Su's method [45] and Wang and Luo's method [64] due to the fact that it can deal with the ranking of interval type-2 fuzzy sets to distinguish the preference order of the alternatives. The proposed fuzzy multiple attributes decision making method is more flexible and more intelligent than Chen and Lee's method [21] due to the fact that it not only uses interval type-2 fuzzy sets, but also considers the decision-maker's attitude towards risks. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码：1 / 21
页数：21
相关论文
共 50 条
  • [11] Fuzzy Feature Selection Based On Interval Type-2 Fuzzy Sets
    Cherif, Sahar
    Baklouti, Nesrine
    Alimi, Adel
    Snasel, Vaclav
    [J]. NINTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2016), 2017, 10341
  • [12] On Type-2 Fuzzy Sets and Type-2 Fuzzy Systems
    Shvedov A.S.
    [J]. Journal of Mathematical Sciences, 2021, 259 (3) : 376 - 384
  • [13] Autocratic decision making using group recommendations based on ranking interval type-2 fuzzy sets
    Cheng, Shou-Hsiung
    Chen, Shyi-Ming
    Huang, Zhi-Cheng
    [J]. INFORMATION SCIENCES, 2016, 361 : 135 - 161
  • [14] A ranking method based on interval type-2 fuzzy sets for multiple attribute group decision making
    De, Avijit
    Kundu, Pradip
    Das, Sujit
    Kar, Samarjit
    [J]. SOFT COMPUTING, 2020, 24 (01) : 131 - 154
  • [15] A comprehensive review of multi criteria decision making approaches based on interval type-2 fuzzy sets
    Celik, Erkan
    Gul, Muhammet
    Aydin, Nezir
    Gumus, Alev Taskin
    Guneri, Ali Fuat
    [J]. KNOWLEDGE-BASED SYSTEMS, 2015, 85 : 329 - 341
  • [16] A New Integrating SAW-TOPSIS Based on Interval Type-2 Fuzzy Sets for Decision Making
    Abdullah, Lazim
    Kamal, C. W. Rabiatul Adawiyah C. W.
    [J]. FUZZY SYSTEMS AND DATA MINING II, 2016, 293 : 45 - 50
  • [17] A ranking method based on interval type-2 fuzzy sets for multiple attribute group decision making
    Avijit De
    Pradip Kundu
    Sujit Das
    Samarjit Kar
    [J]. Soft Computing, 2020, 24 : 131 - 154
  • [18] Fuzzy multiple attributes hierarchical group decision-making based on the ranking values of interval type-2 fuzzy sets
    Lee, Li-Wei
    Chen, Shyi-Ming
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3266 - 3271
  • [19] 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
    [J]. PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2014, : 338 - 344
  • [20] 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
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3260 - 3265
12345