The Method of Pattern Recognition based on Weighted Intuitionistic Fuzzy Relative Entropy

被引：2
|
作者：
Rui, Wang [1 ]
Dong, An [2 ]
机构：
[1] Air Force Engn Univ, Sch Air & Missile Def, Xian 710051, Shanxi, Peoples R China
[2] Xian Int Univ, Inst Engn, Xian 710077, Peoples R China
来源：
2013 FOURTH INTERNATIONAL CONFERENCE ON DIGITAL MANUFACTURING AND AUTOMATION (ICDMA) | 2013年
关键词：
Intuitionistic Fuzzy Set; Intuitionistic Fuzzy Relative Entropy; pattern recognition;
D O I：
10.1109/ICDMA.2013.355
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
On the difficulty for the current pattern recognition to deal with fuzzy uncertain information, in this paper, the author tries to give a definition of intuitionistic fuzzy relative entropy, and meanwhile introduces the weighted thought into fuzzy pattern recognition, putting forward the method of Pattern Recognition based on Weighted Intuitionistic Fuzzy Relative Entropy. The new method accurately describes and shows the uncertainty of historical information, effectively realizes the quantitative analysis of pattern recognition, and improves the reliability, accuracy, and the robust performance of the system. Finally, through the examples, the effectiveness and superiority are proved.
引用
收藏
页码：1487 / 1489
页数：3
相关论文
共 50 条
  • [21] Vehicle Model Recognition Based on Fuzzy Pattern Recognition Method
    Wang, Yiqiang
    Huang, Ruijian
    Xu, Tianyi
    Tang, Kehong
    MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 : 4799 - +
  • [22] Spatial object classification and recognition based on symmetric fuzzy relative entropy
    Shi, Yufeng
    Chen, Jian
    Sui, Mingming
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND PATTERN RECOGNITION IN INDUSTRIAL ENGINEERING, 2010, 7820
  • [23] Multicriteria Fuzzy Decision-Making Method Based on the Intuitionistic Fuzzy Cross-Entropy
    Ye, Jun
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS, 2009, : 59 - 61
  • [24] SELECTING FEATURES BY UTILIZING INTUITIONISTIC FUZZY ENTROPY METHOD
    Pandey K.
    Mishra A.R.
    Rani P.
    Ali J.
    Chakrabortty R.
    Decision Making: Applications in Management and Engineering, 2023, 6 (01): : 111 - 133
  • [25] Mammogram Image Enhancement Using Entropy and CLAHE Based Intuitionistic Fuzzy Method
    Dabass, Jyoti
    Arora, Shaveta
    Vig, Rekha
    Hanmandlu, Madasu
    2019 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2019, : 24 - 29
  • [26] Intuitive distance for intuitionistic fuzzy sets with applications in pattern recognition
    Luo, Xiao
    Li, Weimin
    Zhao, Wei
    APPLIED INTELLIGENCE, 2018, 48 (09) : 2792 - 2808
  • [27] Intuitionistic Fuzzy Similarity-Based Information Measure in the Application of Pattern Recognition and Clustering
    Rakhi Gupta
    Satish Kumar
    International Journal of Fuzzy Systems, 2022, 24 : 2493 - 2510
  • [28] Intuitive distance for intuitionistic fuzzy sets with applications in pattern recognition
    Xiao Luo
    Weimin Li
    Wei Zhao
    Applied Intelligence, 2018, 48 : 2792 - 2808
  • [29] Fuzzy entropy on intuitionistic fuzzy sets
    Hung, WL
    Yang, MS
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2006, 21 (04) : 443 - 451
  • [30] Intuitionistic Fuzzy Similarity-Based Information Measure in the Application of Pattern Recognition and Clustering
    Gupta, Rakhi
    Kumar, Satish
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (05) : 2493 - 2510
12345