Hesitant Fuzzy Sets

被引:3269
|
作者
Torra, Vicenc [1 ]
机构
[1] CSIC, IIIA, Artificial Intelligence Res Inst, Spanish Council Sci Res, Bellaterra 08193, Catalonia, Spain
关键词
INTERVAL-VALUED FUZZY; DISTANCES; ENTROPY; CRISP;
D O I
10.1002/int.20418
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Several extensions and generalizations of fuzzy sets have been introduced in the literature, for example, Atanassov's intuitionistic fuzzy sets, type 2 fuzzy sets, and fuzzy multisets. In this paper, we propose hesitant fuzzy sets. Although from a formal point of view, they can be seen as fuzzy multisets, we will show that their interpretation differs from the two existing approaches for fuzzy multisets. Because of this, together with their definition, we also introduce some basic operations. In addition, we also study their relationship with intuitionistic fuzzy sets. We prove that the envelope of the hesitant fuzzy sets is an intuitionistic fuzzy set. We prove also that the operations we propose are consistent with the ones of intuitionistic fuzzy sets when applied to the envelope of the hesitant fuzzy sets. (C) 2010 Wiley Periodicals, Inc.
引用
收藏
页码:529 / 539
页数:11
相关论文
共 50 条
  • [21] Divergence measures on hesitant fuzzy sets
    Kobza, Vladimir
    Janis, Vladimir
    Montes, Susana
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (03) : 1589 - 1601
  • [22] Hesitant L-Fuzzy Sets
    Dehmiry, A. H.
    Mashinchi, M.
    Mesiar, R.
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (05) : 1027 - 1042
  • [23] On novel hesitant fuzzy rough sets
    Zhang, Haidong
    Shu, Lan
    Xiong, Lianglin
    SOFT COMPUTING, 2019, 23 (22) : 11357 - 11371
  • [24] Dual Extended Hesitant Fuzzy Sets
    Alcantud, Jose Carlos R.
    Santos-Garcia, Gustavo
    Peng, Xindong
    Zhan, Jianming
    SYMMETRY-BASEL, 2019, 11 (05):
  • [25] Multilattices on typical hesitant fuzzy sets
    Xu, Yue
    Liu, Lianzhen
    Zhang, Xiangyang
    INFORMATION SCIENCES, 2019, 491 : 63 - 73
  • [26] Partial orderings for hesitant fuzzy sets
    Garmendia, L.
    Gonzalez del Campo, R.
    Recasens, J.
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2017, 84 : 159 - 167
  • [27] A note on operations of hesitant fuzzy sets
    Zheng Pei
    Liangzhong Yi
    International Journal of Computational Intelligence Systems, 2015, 8 : 226 - 239
  • [28] Expanded Dual Hesitant Fuzzy Sets
    Fatimah, Fatia
    Alcantud, Jose Carlos R.
    2018 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS), 2018, : 102 - 108
  • [29] On Gradual Sets, Hesitant Fuzzy Sets, and Representation Theorems
    Jara, Pascual
    Merino, Luis
    Navarro, Gabriel
    Santos, Evangelina
    IEEE ACCESS, 2024, 12 : 111158 - 111168
  • [30] Fuzzy Transforms for Hesitant, Soft or Intuitionistic Fuzzy Sets
    Mockor, Jiri
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2021, 14 (01)