Grey relational projection method for multiple attribute decision making with interval-valued dual hesitant fuzzy information

被引:17
|
作者
Zang, Yuqi [1 ]
Sun, Wei [1 ]
Han, Siying [2 ]
机构
[1] Yanshan Univ, Sch Econ & Management, Qinhuangdao 066004, Peoples R China
[2] Massey Univ, Sch Management, Auckland, New Zealand
基金
中国国家自然科学基金; 国家教育部科学基金资助; 中国博士后科学基金;
关键词
Dual hesitant fuzzy set; interval-valued dual hesitant fuzzy set; grey relational projection; multiple attribute decision making; AGGREGATION OPERATORS; CORRELATION-COEFFICIENT; SIMILARITY MEASURES; SETS; DISTANCE; TOPSIS; MODEL;
D O I
10.3233/JIFS-162422
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the multiple attribute decision making (MADM) problems in which the attribute values take the form of interval-valued dual hesitant fuzzy elements (IVDHFEs) and the attribute weights are unknown. Firstly, motivated by the distance definitions of the hesitant fuzzy elements and dual hesitant fuzzy elements, the distance definitions of the interval-valued dual hesitant fuzzy elements are proposed. Then, the grey relational projection method based on the distance measure between the interval-valued dual hesitant fuzzy elements is proposed. To get the attribute weights, the nonlinear optimization model with the minimum total deviation of the grey relational coefficient is constructed. Furthermore, a novel interval-valued dual hesitant fuzzy MADM method is proposed based on the grey relational projection. Finally, a numerical example is given to demonstrate the effectiveness and practicality of the developed method.
引用
收藏
页码:1053 / 1066
页数:14
相关论文
共 50 条
  • [21] A novel technique for multiple attribute group decision making in interval-valued hesitant fuzzy environments with incomplete weight information
    Chunqin Zhang
    Chao Wang
    Zhiming Zhang
    Dazeng Tian
    Journal of Ambient Intelligence and Humanized Computing, 2019, 10 : 2417 - 2433
  • [22] A novel technique for multiple attribute group decision making in interval-valued hesitant fuzzy environments with incomplete weight information
    Zhang, Chunqin
    Wang, Chao
    Zhang, Zhiming
    Tian, Dazeng
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (06) : 2429 - 2445
  • [23] Multiple Attribute Decision Making under Interval-Valued Hesitant Fuzzy Sets: An Priority Degrees Approach
    Lan, Jibin
    Zheng, Zhaoyi
    Jin, Ruifang
    Hu, Mingming
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 97 - 101
  • [24] Induced hesitant interval-valued fuzzy Einstein aggregation operators and their application to multiple attribute decision making
    Wei, Guiwu
    Zhao, Xiaofei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2013, 24 (04) : 789 - 803
  • [25] Multiple attribute decision making based on probabilistic interval-valued intuitionistic hesitant fuzzy set and extended TOPSIS method
    De, Avijit
    Das, Sujit
    Kar, Samarjit
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (04) : 5229 - 5248
  • [26] An approach to multiple attributes decision making with hesitant interval-valued fuzzy information and its application
    Li, Wu-Xu
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (02) : 495 - 503
  • [27] An enhanced grey relational analysis method for interval-valued intuitionistic fuzzy multiattribute decision making
    Zhang, Qiansheng
    Xing, Hongyan
    Liu, Fuchun
    Huang, Yirong
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (01) : 317 - 326
  • [28] A method for interval-valued intuitionistic fuzzy multiple attribute decision making based on fuzzy entropy
    He, Zefang
    Guo, Zixue
    Lin, Peng
    Song, Fengxuan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (06) : 7779 - 7785
  • [29] Interval-valued intuitionistic fuzzy multiple attribute decision making and their applications
    Wang, Hong-Jun
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2021, 25 (02) : 251 - 277
  • [30] A Method Based on Interval-Valued Intuitionistic Fuzzy Entropy for Multiple Attribute Decision Making
    Chen, Qi
    Xu, Zeshui
    Liu, Shousheng
    Yu, Xiaohan
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2010, 13 (01): : 67 - 77