An entropy measure definition for finite interval-valued hesitant fuzzy sets

被引:45
|
作者
Quiros, Pelayo [1 ]
Alonso, Pedro [1 ]
Bustince, Humberto [2 ]
Diaz, Irene [3 ]
Montes, Susana [4 ]
机构
[1] Univ Oviedo, Fac Sci, Dept Math, E-33071 Oviedo, Spain
[2] Univ Publ Navarra, Dept Comp Sci & Artificial Intelligence, Pamplona 31006, Spain
[3] Univ Oviedo, Dept Comp Sci, Fac Sci, E-33071 Oviedo, Spain
[4] Univ Oviedo, Univ Tech Sch Ind Engn, Dept Stat & OR, Viesques Campus, Gijon 33203, Spain
关键词
Fuzzy sets; Hesitant fuzzy sets; Interval-valued hesitant fuzzy sets; Entropy; Fuzziness; Lack of knowledge; Hesitance; RESTRICTED EQUIVALENCE FUNCTIONS; MULTICRITERIA DECISION-MAKING; LINGUISTIC TERM SETS; AGGREGATION;
D O I
10.1016/j.knosys.2015.04.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work, a definition of entropy is studied in an interval-valued hesitant fuzzy environment, instead of the classical fuzzy logic or the interval-valued one. As the properties of this kind of sets are more complex, the entropy is built by three different functions, where each one represents a different measure: fuzziness, lack of knowledge and hesitance. Using all, an entropy measure for interval-valued hesitant fuzzy sets is obtained, quantifying various types of uncertainty. From this definition, several results have been developed for each mapping that shapes the entropy measure in order to get such functions with ease, and as a consequence, allowing to obtain this new entropy in a simpler way. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:121 / 133
页数:13
相关论文
共 50 条
  • [1] An axiomatic definition of cardinality for finite interval-valued hesitant fuzzy sets
    Quiros, Pelayo
    Alonso, Pedro
    Diaz, Irene
    Janis, Vladimir
    [J]. PROCEEDINGS OF THE 2015 CONFERENCE OF THE INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY, 2015, 89 : 1238 - 1244
  • [2] On δ-ε-Partitions for Finite Interval-Valued Hesitant Fuzzy Sets
    Quiros, Pelayo
    Alonso, Pedro
    Diaz, Irene
    Montes, Susana
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2016, 24 : 145 - 163
  • [3] On cardinalities of finite interval-valued hesitant fuzzy sets
    Quiros, Pelayo
    Alonso, Pedro
    Diaz, Irene
    Janis, Vladimir
    Montes, Susana
    [J]. INFORMATION SCIENCES, 2017, 418 : 421 - 431
  • [4] Information measures for hesitant fuzzy sets and interval-valued hesitant fuzzy sets
    Farhadinia, B.
    [J]. INFORMATION SCIENCES, 2013, 240 : 129 - 144
  • [5] Ordering finitely generated sets and finite interval-valued hesitant fuzzy sets
    Perez-Fernandez, Raul
    Alonso, Pedro
    Bustince, Humberto
    Diaz, Irene
    Jurio, Aranzazu
    Montes, Susana
    [J]. INFORMATION SCIENCES, 2015, 325 : 375 - 392
  • [6] Properties of interval-valued hesitant fuzzy sets
    Chen, Na
    Xu, Zeshui
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (01) : 143 - 158
  • [7] On Interval-Valued Hesitant Fuzzy Soft Sets
    Zhang, Haidong
    Xiong, Lianglin
    Ma, Weiyuan
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [8] Entropy for Interval-Valued Fuzzy Sets
    Ju, Hong-mei
    [J]. FUZZY INFORMATION AND ENGINEERING, VOL 1, 2009, 54 : 358 - 365
  • [9] A distance measure, similarity measure and possibility degree for hesitant interval-valued fuzzy sets
    Hu, Mingming
    Lan, Jibin
    Wang, Zhongxing
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 137
  • [10] Correlation for Dual Hesitant Fuzzy Sets and Dual Interval-Valued Hesitant Fuzzy Sets
    Farhadinia, B.
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2014, 29 (02) : 184 - 205