Similarity measure on intuitionistic fuzzy sets

被引:7
|
作者
Park, Jean-Ho [1 ]
Hwang, Jai-Hyuk [2 ]
Park, Wook-Je [3 ]
Wei He [4 ]
Lee, Sang-Hyuk [4 ]
机构
[1] Korea Inst Ind Technol, Adv Convergent Technol R&D Grp, Ansan 426910, South Korea
[2] Korea Aerosp Univ, Sch Aerosp & Mech Engn, Goyang Si 412791, South Korea
[3] Inha Univ, Inst Informat & Elect Res, Inchon 402751, South Korea
[4] Xian Jiaotong Liverpool Univ, Dept Elect & Elect Engn, Suzhou 215123, Peoples R China
关键词
similarity measure; multi-dimension; discrete data; relative degree; power interconnected system; DISTANCE MEASURE; ENTROPY; DESIGN;
D O I
10.1007/s11771-013-1729-y
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
Study of fuzzy entropy and similarity measure on intuitionistic fuzzy sets (IFSs) was proposed and analyzed. Unlike fuzzy set, IFSs contain uncertainty named hesitance, which is contained in fuzzy membership function itself. Hence, designing fuzzy entropy is not easy because of many entropy definitions. By considering different fuzzy entropy definitions, fuzzy entropy on IFSs is designed and discussed. Similarity measure was also presented and its usefulness was verified to evaluate degree of similarity.
引用
收藏
页码:2233 / 2238
页数:6
相关论文
共 50 条
  • [21] A hierarchy-based similarity measure for intuitionistic fuzzy sets
    Intarapaiboon, Peerasak
    [J]. SOFT COMPUTING, 2016, 20 (05) : 1909 - 1919
  • [22] INTERVAL-VALUED INTUITIONISTIC FUZZY SETS AND SIMILARITY MEASURE
    Pekala, B.
    Balicki, K.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2017, 14 (04): : 87 - 98
  • [23] A hierarchy-based similarity measure for intuitionistic fuzzy sets
    Peerasak Intarapaiboon
    [J]. Soft Computing, 2016, 20 : 1909 - 1919
  • [24] A novel similarity measure on intuitionistic fuzzy sets with its applications
    Yafei Song
    Xiaodan Wang
    Lei Lei
    Aijun Xue
    [J]. Applied Intelligence, 2015, 42 : 252 - 261
  • [25] A novel similarity measure on intuitionistic fuzzy sets with its applications
    Song, Yafei
    Wang, Xiaodan
    Lei, Lei
    Xue, Aijun
    [J]. APPLIED INTELLIGENCE, 2015, 42 (02) : 252 - 261
  • [26] An activation detection based similarity measure for intuitionistic fuzzy sets
    Ngan, Shing-Chung
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2016, 60 : 62 - 80
  • [27] Inclusion measure and similarity measure of intuitionistic and interval-valued fuzzy sets
    Zhang, Hongying
    Dong, Minggao
    Zhang, Wenxiu
    Song, Xiaoxue
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE 2007), 2007,
  • [28] A Fuzzy Similarity Measure of Intuitionistic Fuzzy Sets for Color Image Retrieval Systems
    Afsari, Fatemeh
    Eslami, Esfandiar
    Woo, Peng-Yung
    [J]. JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2014, 22 (1-2) : 1 - 20
  • [29] A Similarity Measure For Atanassov Intuitionistic Fuzzy Sets and its Application to Clustering
    Khan, Mohd Shoaib
    Lohani, Q. M. Danish
    [J]. 2016 INTERNATIONAL WORKSHOP ON COMPUTATIONAL INTELLIGENCE (IWCI), 2016, : 232 - 239
  • [30] A New Similarity Measure of Intuitionistic Fuzzy Sets and Application to Pattern Recognition
    Zhou, B.
    Wu, C.
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRIAL ENGINEERING (AIIE 2015), 2015, 123 : 505 - 509