Total orders of extended hesitant fuzzy linguistic term sets: Definitions, generations and applications

被引:34
|
作者
Wang, Hai [1 ]
Xu, Zeshui [1 ,2 ]
机构
[1] Southeast Univ, Sch Econ & Management, Nanjing 211189, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Group decision making; Total order; Extended hesitant fuzzy linguistic term set; Extended hesitant fuzzy linguistic ordered weighted averaging operator; GROUP DECISION-MAKING; AGGREGATION OPERATORS; PREFERENCE RELATIONS; REPRESENTATION MODEL; CONSISTENCY MEASURES; NUMBERS; INFORMATION; ENVIRONMENT; ENERGY; WORDS;
D O I
10.1016/j.knosys.2016.06.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Extended hesitant fuzzy linguistic term sets (EHFLTSs) are helpful to model uncertain linguistic information in qualitative group decision making (QGDM). Total orders are essential whenever more than two EHFLTSs have to be compared, such as aggregating them by the ordered weighted averaging (OWA) operator. However, the existing studies only focus on partial orders of EHFLTSs and thus their application may be limited. The main purpose of this paper is to develop total orders of EHFLTSs. A constructive approach is proposed to generate total orders by aggregation functions. Three distinct total orders are defined for potential applications as well. To clarify the importance of total orders in QGDM, the extended hesitant fuzzy linguistic OWA operator is developed and some properties are demonstrated;Finally, based on the proposed techniques and the social choice theory, an approach formed by two algorithms is presented to solve the QGDM problems in which some necessary parameters, e.g. risk preferences, are complicated to determine. The proposed total order resolves one current challenge of EHFLTSs and thus can serve as a foundation of decision making with EHFLTSs. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:142 / 154
页数:13
相关论文
共 50 条
  • [31] A Trust Network Model Based on Hesitant Fuzzy Linguistic Term Sets
    Zhan, Jieyu
    Jiang, Yuncheng
    Ma, Wenjun
    Luo, Xudong
    Liu, Weiru
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2019, PT II, 2019, 11776 : 284 - 297
  • [32] A consensus process for decision making with hesitant fuzzy linguistic term sets
    Wu, Zhibin
    Xu, Jiuping
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 155 - 160
  • [33] Pairwise Comparison and Distance Measure of Hesitant Fuzzy Linguistic Term Sets
    Huang, Han-Chen
    Yang, Xiaojun
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [34] Modeling group assessments by means of hesitant fuzzy linguistic term sets
    Montserrat-Adell, Jordi
    Agell, Nuria
    Sanchez, Monica
    Prats, Francesc
    Javier Ruiz, Francisco
    JOURNAL OF APPLIED LOGIC, 2017, 23 : 40 - 50
  • [35] An alternative core information of hesitant fuzzy linguistic term sets for linguistic decision making
    Ren, Fangling
    Qiao, Ying
    Kong, Mingming
    Pei, Zheng
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 243 - 251
  • [36] Hesitant interval-valued intuitionistic fuzzy linguistic sets and their applications
    Yang, Wei
    Shi, Jiarong
    Zheng, Xiuyun
    Pang, Yongfeng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (06) : 2779 - 2788
  • [37] New Operations on Generalized Hesitant Fuzzy Linguistic Term Sets for Linguistic Decision Making
    Kong, Mingming
    Pei, Zheng
    Ren, Fangling
    Hao, Fei
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (01) : 243 - 262
  • [38] New Operations on Generalized Hesitant Fuzzy Linguistic Term Sets for Linguistic Decision Making
    Mingming Kong
    Zheng Pei
    Fangling Ren
    Fei Hao
    International Journal of Fuzzy Systems, 2019, 21 : 243 - 262
  • [39] Fuzzy decision making based on likelihood-based comparison relations of hesitant fuzzy linguistic term sets and hesitant fuzzy linguistic operators
    Lee, Li-Wei
    Chen, Shyi-Ming
    INFORMATION SCIENCES, 2015, 294 : 513 - 529
  • [40] Dual Extended Hesitant Fuzzy Sets
    Alcantud, Jose Carlos R.
    Santos-Garcia, Gustavo
    Peng, Xindong
    Zhan, Jianming
    SYMMETRY-BASEL, 2019, 11 (05):