An extended TODIM method and its application in the stock selection under dual hesitant fuzzy linguistic information

被引:8
|
作者
Li, Wen [1 ]
Zhuang, Yaming [1 ]
Ren, Zhiliang [2 ]
机构
[1] Southeast Univ, Sch Econ & Management, Nanjing 211189, Jiangsu, Peoples R China
[2] Shandong Technol & Business Univ, Sch Management Sci & Engn, Yantai, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria decision-making; dual hesitant fuzzy linguistic element (DHFLE); TODIM method; distance measure; score function; GROUP DECISION-MAKING; OF-THE-ART; PROSPECT-THEORY; TERM SETS; PREFERENCE RELATIONS; MULTICRITERIA; MODEL; REPRESENTATION; CONSISTENCY; CONSENSUS;
D O I
10.3233/JIFS-190194
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Uncertain information is inevitable in real life due to decision makers' limited rationality and the complexity of correlative problems. Dual hesitant fuzzy linguistic elements (DHFLEs) can collect all the information from two different viewpoints qualitatively and it has become one of the most effective tools for dealing with uncertain information. In this paper, the main contribution is to propose an extended TODIM method under dual hesitant fuzzy linguistic information and to apply this method to deal with a stock selection problem. Firstly, a new distance measure of DHFLEs is proposed for determining the deviation degree between different DHFLEs. Secondly, in order to distinguish between different DHFLEs effectively, we construct a novel score function of the DHFLE. The score function and the new distance measure are used to complete the extended TODIM method under dual hesitant fuzzy linguistic information. Finally, to show the validity and the practicability, we use the extended TODIM method to solve a practical problem of stock selection.
引用
收藏
页码:7935 / 7950
页数:16
相关论文
共 50 条
  • [1] An Extended TODIM Method Under Probabilistic Dual Hesitant Fuzzy Information and its Application on Enterprise Strategic Assessment
    Ren, Z. L.
    Xu, Z. S.
    Wang, H.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2017, : 1464 - 1468
  • [2] A Novel TODIM with Probabilistic Hesitant Fuzzy Information and Its Application in Green Supplier Selection
    Tian, Xiaoli
    Niu, Meiling
    Ma, Jiangshui
    Xu, Zeshui
    [J]. COMPLEXITY, 2020, 2020
  • [3] Extended TODIM method for CCUS storage site selection under probabilistic hesitant fuzzy environment
    Guo, Jian
    Yin, Jielin
    Zhang, Ling
    Lin, Zefu
    Li, Xin
    [J]. APPLIED SOFT COMPUTING, 2020, 93
  • [4] A Hesitant Fuzzy Linguistic TODIM Model and Its Application on the Behavior of Ship Water Pollutant Receiving Facility Selection
    Ding, Quanyu
    Zhang, Cheng
    Wang, Ying-Ming
    Goh, Mark
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (02) : 613 - 624
  • [5] A Hesitant Fuzzy Linguistic TODIM Model and Its Application on the Behavior of Ship Water Pollutant Receiving Facility Selection
    Quanyu Ding
    Cheng Zhang
    Ying-Ming Wang
    Mark Goh
    [J]. International Journal of Fuzzy Systems, 2024, 26 : 613 - 624
  • [6] A Hesitant Fuzzy Linguistic TODIM Method Based on a Score Function
    Cuiping Wei
    Zhiliang Ren
    Rosa M. Rodríguez
    [J]. International Journal of Computational Intelligence Systems, 2015, 8 : 701 - 712
  • [7] A Hesitant Fuzzy Linguistic TODIM Method Based on a Score Function
    Wei, Cuiping
    Ren, Zhiliang
    Rodriguez, Rosa M.
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 8 (04) : 701 - 712
  • [8] A multi-granularity proportional hesitant fuzzy linguistic TODIM method and its application to emergency decision making
    Liang, Yingying
    Tu, Yan
    Ju, Yanbing
    Shen, Wenjing
    [J]. INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2019, 36
  • [9] An extended LINMAP method for MAGDM under linguistic hesitant fuzzy environment
    Liu, Yun-Zhi
    Fan, Zhi-Ping
    Gao, Guang-Xin
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (05) : 2689 - 2703
  • [10] Extended TOPSIS Method for Supplier Selection under Picture Hesitant Fuzzy Environment Using Linguistic Variables
    Ambrin, Rabia
    Ibrar, Muhammad
    De La Sen, Manuel
    Rabbi, Ihsan
    Khan, Asghar
    [J]. JOURNAL OF MATHEMATICS, 2021, 2021