A New Interval Type-2 Fuzzy VIKOR Method for Multi-attribute Decision Making

被引：40
|
作者：
Wang, Huidong [1 ]
Pan, Xiaohong [1 ]
He, Shifan [1 ]
机构：
[1] Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan, Shandong, Peoples R China
来源：
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS | 2019年 / 21卷 / 01期
关键词：
VIKOR method; Ranking score method; Signed area function; Interval type-2 fuzzy sets; SET;
D O I：
10.1007/s40815-018-0527-y
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new signed area method combined with VIKOR (Vlsekriterijumska Optimizacija I Kompromisno Resenje) is proposed for multi-attribute decision-making problems under the environment of interval type-2 fuzzy sets. First, a new signed area function of interval type-2 fuzzy sets is defined and the ranking score method based on the signed area function is proposed, subsequently. Then, we convert the matrix of interval type-2 fuzzy numbers to ranking score values matrix and some theorems of the ranking score method are presented and proved. Furthermore, the decision-making steps combined with VIKOR are given in detail and the comparative analysis with the signed distance method is conducted to show the advantages of our method. Finally, we perform a sensitivity analysis to show the stability of the proposed approach and the effectiveness of our method is illustrated by comparing with other methods.
引用
收藏
页码：145 / 156
页数：12
相关论文
共 50 条
  • [1] A New Interval Type-2 Fuzzy VIKOR Method for Multi-attribute Decision Making
    Huidong Wang
    Xiaohong Pan
    Shifan He
    [J]. International Journal of Fuzzy Systems, 2019, 21 : 145 - 156
  • [2] A New Multi-attribute Decision Making Method Based on Interval Normal Type-2 Fuzzy Numbers
    Wang, Huidong
    Yao, Jinli
    Zhang, Xiaoyun
    [J]. 2018 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2018, : 136 - 141
  • [3] An Extended VIKOR Method for Multi Attribute Decision Making Under Interval Type-2 Fuzzy Sets Environment
    Wang, Huidong
    Pan, Xiaohong
    Song, Chuanchao
    Zhuang, Rong
    Wang, Honghai
    [J]. 2017 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2017,
  • [4] Multi-attribute Decision Making Models under Interval Type-2 Fuzzy Environment
    Wang, Weize
    Liu, Xinwang
    [J]. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 1179 - 1184
  • [5] Multi-attribute group decision making models under interval type-2 fuzzy environment
    Wang, Weize
    Liu, Xinwang
    Qin, Yong
    [J]. KNOWLEDGE-BASED SYSTEMS, 2012, 30 : 121 - 128
  • [6] Extended VIKOR method for dynamic multi-attribute decision making with interval numbers
    Su, Zhi-Xin
    Wang, Li
    Xia, Guo-Ping
    [J]. Kongzhi yu Juece/Control and Decision, 2010, 25 (06): : 836 - 840
  • [7] Fuzzy multi-attribute group decision making method with incomplete weight information under interval type-2 fuzzy environment
    Gong, Yanbing
    Feng, Lanping
    Liu, Gaofeng
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (01) : 307 - 316
  • [8] Fuzzy Multi-Attribute Group Decision Making Method Based on Interval Type-2 Fuzzy Sets and Applications to Global Supplier Selection
    Gong, Yanbing
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2013, 15 (04) : 392 - 400
  • [9] Interval type-2 trapezoidal fuzzy multi-attribute decision-making method and its application to the corporate investment selection
    Jin, Feifei
    Zhu, Yajun
    Zhang, Yixiao
    Guo, Shuyan
    Liu, Jinpei
    Zhou, Ligang
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (02) : 2319 - 2330
  • [10] A novel method for solving multi-attribute decision making by using expected value under interval type-2 fuzzy environment
    Mei, Kongchun
    Zhang, Fengxiao
    Mao, Junjun
    Wu, Tao
    [J]. 2018 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), 2018, : 1339 - 1344
12345