Multigranulation Rough Sets in Hesitant Fuzzy Linguistic Information Systems

被引：1
|
作者：
Zhang, Chao [1 ]
Li, De-Yu [1 ]
Zhai, Yan-Hui [1 ]
机构：
[1] Shanxi Univ, Sch Comp & Informat Technol, Key Lab Computat Intelligence & Chinese Informat, Minist Educ, Taiyuan 030006, Shanxi, Peoples R China
来源：
ROUGH SETS, (IJCRS 2016) | 2016年 / 9920卷
关键词：
Granular computing; Hesitant fuzzy linguistic term sets; Multigranulation rough sets; Uncertainty measures; DECISION-MAKING; TERM SETS;
D O I：
10.1007/978-3-319-47160-0_28
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Based on lower and upper approximations induced by multiple binary relations, multigranulation rough set theory has become one of the most promising research topics in the domain of rough set theory. Through combining multigranulation rough sets with hesitant fuzzy linguistic term sets, this article introduces a hybrid model of multigranulation rough sets, named a hesitant fuzzy linguistic (HFL) multigranulation rough set. In the framework of granular computing, we first give basic definitions of optimistic and pessimistic hesitant fuzzy linguistic multigranulation rough sets. Then, we explore some important properties about hesitant fuzzy linguistic multigranulation rough sets. Lastly, uncertainty measures for the hesitant fuzzy linguistic multigranulation approximation space are addressed.
引用
收藏
页码：307 / 317
页数：11
相关论文
共 50 条
  • [31] Generalized multigranulation fuzzy rough sets based on upward additive consistency
    Noor Rehman
    Abbas Ali
    [J]. Soft Computing, 2021, 25 : 3377 - 3401
  • [32] A vertical ranking technique for linguistic hesitant fuzzy sets
    B. Farhadinia
    Enrique Herrera-Viedma
    [J]. Soft Computing, 2020, 24 : 8997 - 9009
  • [33] Hesitant Fuzzy Linguistic Term Sets for Decision Making
    Rodriguez, Rosa M.
    Martinez, Luis
    Herrera, Francisco
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (01) : 109 - 119
  • [34] A vertical ranking technique for linguistic hesitant fuzzy sets
    Farhadinia, B.
    Herrera-Viedma, Enrique
    [J]. SOFT COMPUTING, 2020, 24 (12) : 8997 - 9009
  • [35] Operators and Comparisons of Hesitant Fuzzy Linguistic Term Sets
    Wei, Cuiping
    Zhao, Na
    Tang, Xijin
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (03) : 575 - 585
  • [36] Multigranulation fuzzy probabilistic rough sets induced by overlap functions and their applications
    Han, Nana
    Qiao, Junsheng
    Li, Tengbiao
    Ding, Weiping
    [J]. FUZZY SETS AND SYSTEMS, 2024, 481
  • [37] Generalized multigranulation fuzzy rough sets based on upward additive consistency
    Rehman, Noor
    Ali, Abbas
    [J]. SOFT COMPUTING, 2021, 25 (05) : 3377 - 3401
  • [38] DISTANCE MEASURES FOR HESITANT INTUITIONISTIC FUZZY LINGUISTIC SETS
    Meng Fanyong
    Tan Chunqiao
    [J]. ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2017, 51 (04): : 207 - 224
  • [39] New ranking order for linguistic hesitant fuzzy sets
    Meng, Fanyong
    Tang, Jie
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2019, 70 (04) : 531 - 540
  • [40] Variable precision multigranulation decision-theoretic fuzzy rough sets
    Feng, Tao
    Mi, Ju-Sheng
    [J]. KNOWLEDGE-BASED SYSTEMS, 2016, 91 : 93 - 101
12345