Multi-attribute decision making using grey relational projection method based on interval type-2 trapezoidal fuzzy numbers

被引：16
|
作者：
Touqeer, Muhammad [1 ]
Hafeez, Abid [1 ]
Arshad, Misbah [2 ]
机构：
[1] Univ Engn & Technol, Dept Basic Sci, Taxila, Pakistan
[2] COMSATS Univ, Dept Math, Sahiwal, Pakistan
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2020年 / 38卷 / 05期
关键词：
Multi-attribute decision making (MADM); interval type-2 trapezoidal fuzzy number (IT2TFN); Information Entropy method (IEM); grey relational projection method (GRPM); SELECTION; OPERATORS; MODELS; RISK; SETS;
D O I：
10.3233/JIFS-179684
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Here we present a method to deal with multi-attribute decision making(MADM) problems when the attribute values are modeled in the form of interval type-2 trapezoidal fuzzy numbers (IT2FNs), and the attribute weights are completely unknown. Grey Relation Projection Method (GRPM), which is a combination of "grey relational analysis method" and the "projection method" is employed for ranking the alternatives. The linguistic information is modeled in the form of "interval type-2 trapezoidal fuzzy numbers" (IT2TFN) which are able to capture both the intra personal and inter personal uncertainties associated with a linguistic term. Information Entropy Method (IEM) is used for calculating unknown attribute weights. Lastly, an illustrative example is provided as a verification of the developed approach.
引用
收藏
页码：5979 / 5986
页数：8
相关论文
共 50 条
  • [41] Multi-attribute decision-making method based on interval intuitionistic trapezoidal fuzzy number to determine the expert weight
    Liu, Guangzheng
    Wang, Xingang
    2022 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING, ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM, 2022, : 33 - 39
  • [42] A new method with projection technique for fuzzy multi-attribute decision making
    Lan, JB
    Xu, Y
    Liu, JZ
    APPLIED COMPUTATIONAL INTELLIGENCE, 2004, : 282 - 287
  • [43] A Grey Correlation Method-Based Interval Grey Number TODIM Multi-attribute Decision Making Method
    Zheng, Qiuhong
    Ding, Quanyu
    Wang, Ying-Ming
    JOURNAL OF GREY SYSTEM, 2022, 34 (02): : 41 - 58
  • [44] Quality Evaluation on Troops Transport Capacity Based on Interval Grey Numbers Multi-attribute Decision-Making Method
    Lu Bangjun
    Dai Xiliang
    SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 2, 2012, 115 : 901 - +
  • [45] Study on the multi-attribute decision model of grey target based on interval numbers
    Dang, Yaoguo
    Liu, Sifeng
    Song, Jie
    PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 744 - 747
  • [46] Grey relational analysis method based on cumulative prospect theory for intuitionistic fuzzy multi-attribute group decision making
    Zhang, Shanshan
    Gao, Hui
    Wei, Guiwu
    Chen, Xudong
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (02) : 3783 - 3795
  • [47] A multi-attribute large group emergency decision making method based on group preference consistency of generalized interval-valued trapezoidal fuzzy numbers
    Xu, Xuanhua
    Cai, Chenguang
    Chen, Xiaohong
    Zhou, Yanju
    JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2015, 24 (02) : 211 - 228
  • [48] A MULTI-ATTRIBUTE LARGE GROUP EMERGENCY DECISION MAKING METHOD BASED ON GROUP PREFERENCE CONSISTENCY OF GENERALIZED INTERVAL-VALUED TRAPEZOIDAL FUZZY NUMBERS
    Xuanhua Xu
    Chenguang Cai
    Xiaohong Chen
    Yanju Zhou
    Journal of Systems Science and Systems Engineering, 2015, 24 (02) : 211 - 228
  • [49] A multi-attribute large group emergency decision making method based on group preference consistency of generalized interval-valued trapezoidal fuzzy numbers
    Xuanhua Xu
    Chenguang Cai
    Xiaohong Chen
    Yanju Zhou
    Journal of Systems Science and Systems Engineering, 2015, 24 : 211 - 228
  • [50] Multi-attribute decision making with generalized fuzzy numbers
    Li, Guangxu
    Kou, Gang
    Lin, Changsheng
    Xu, Liang
    Liao, Yi
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2015, 66 (11) : 1793 - 1803
12345