A Dynamic Fuzzy Sets method and Its Application to Pattern Recognition

被引:0
|
作者
Zhang, Zhenhua [1 ]
Hu, Yong [2 ]
Ke, Xiaohua [1 ]
机构
[1] Guangdong Univ Foreign Studies, Cisco Sch Informat, Guangzhou 510006, Guangdong, Peoples R China
[2] Guangdong Univ Foreign Studies, Sch Management, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
interval-valued intuitionistic fuzzy sets; dynamic fuzzy sets; pattern recognition; GROUP DECISION-MAKING;
D O I
10.4028/www.scientific.net/AMM.263-266.2602
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present a novel dynamic fuzzy sets (DFS) method, which is the generalization of fuzzy sets (FS) and the dynamization of interval-valued intuitionistic fuzzy sets (IVIFS). First, by analyzing the degree of hesitancy, we propose a DFS model from IVIFS. Second, we introduce the distance measure of DFS. Finally, a pattern recognition example is given to demonstrate the application of DFS, and the experimental results show that the DFS method is more effective than some IVIF'S methods.
引用
收藏
页码:2602 / +
页数:2
相关论文
共 50 条
  • [1] A Dynamic Fuzzy Sets Method of Medical Diagnosis and Its Application
    Zhang, Zhenhua
    Zhong, Zhenzhen
    [J]. 2012 THIRD INTERNATIONAL CONFERENCE ON THEORETICAL AND MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE (ICTMF 2012), 2013, 38 : 717 - 723
  • [2] A novel similarity measure for intuitionistic fuzzy sets and its application to pattern recognition
    Luo, Minxia
    Wang, Linxia
    [J]. SOFT COMPUTING, 2023, 28 (7-8): : 6207 - 6217
  • [3] On the J-divergence of intuitionistic fuzzy sets with its application to pattern recognition
    Hung, Wen-Liang
    Yang, Mii-Shen
    [J]. INFORMATION SCIENCES, 2008, 178 (06) : 1641 - 1650
  • [4] Negative Hesitation Fuzzy Sets and Their Application to Pattern Recognition
    Yang, Youpeng
    Lee, Sanghyuk
    Zhang, Haolan
    Huang, Xiaowei
    Pedrycz, Witold
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (04) : 1836 - 1847
  • [5] A novel similarity/dissimilarity measure for intuitionistic fuzzy sets and its application in pattern recognition
    Hoang Nguyen
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2016, 45 : 97 - 107
  • [6] A Novel Distance Measure of Intuitionistic Fuzzy Sets and Its Application to Pattern Recognition Problems
    Hatzimichailidis, A. G.
    Papakostas, G. A.
    Kaburlasos, V. G.
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2012, 27 (04) : 396 - 409
  • [7] A New Similarity Measure between Intuitionistic Fuzzy Sets and Its Application to Pattern Recognition
    Song, Yafei
    Wang, Xiaodan
    Lei, Lei
    Xue, Aijun
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2014,
  • [8] Similarity measure between generalized intuitionistic fuzzy sets and its application to pattern recognition
    Park, Jin Han
    Hwang, Jongchul
    Kim, Juhyung
    Park, Byeongmuk
    Park, Juyoung
    Son, Jeongwoo
    Lee, Sihun
    [J]. JOURNAL OF COMPUTATIONAL ANALYSIS AND APPLICATIONS, 2016, 20 (05) : 984 - 994
  • [9] A parametric similarity measure for extended picture fuzzy sets and its application in pattern recognition
    Farhadinia, B.
    Aickelin, U.
    Khorshidi, H. A.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2022, 19 (06): : 141 - 160
  • [10] Novel distance measure between intuitionistic fuzzy sets and its application in pattern recognition
    Zeng, W. Y.
    Cui, H. S.
    Liu, Y. Q.
    Yin, Q.
    Xu, Z. S.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2022, 19 (03): : 127 - 137