A Fast Algorithm for Fuzzy Clustering Problem

被引：0
|
作者：
Feng, Zhang [1 ]
Zhang, Wuqin [1 ]
Qiang, Renguo [1 ]
机构：
[1] Chinese Acad Sci, Inst Opt & Elect, Chengdu, Peoples R China
来源：
ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL II, PROCEEDINGS | 2009年
关键词：
fuzzy clustering; fast algorithm; fuzzy relation;
D O I：
10.1109/ICICTA.2009.387
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a new fast algorithm for fuzzy clustering problem, based on the properties of fuzzy similarity relations and fuzzy equivalency relations. The fast algorithm has been validated under matlab, with the operation amount less than half and speeds faster 2 times than the traditional algorithm at least.
引用
下载
收藏
页码：633 / 636
页数：4
相关论文
共 50 条
  • [21] Application of fuzzy adaptive bacterial foraging optimization algorithm in clustering problem
    Yang, C. Y.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 65 - 66
  • [22] A Fast Fuzzy Clustering Algorithm for Complex Networks via a Generalized Momentum Method
    Hu, Lun
    Pan, Xiangyu
    Tang, Zehai
    Luo, Xin
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (09) : 3473 - 3485
  • [23] A clustering algorithm for fuzzy numbers based on fast search and find of density peaks
    Li, Ye
    Chen, Yiyan
    Li, Qun
    INTELLIGENT DATA ANALYSIS, 2019, 23 : S25 - S52
  • [24] Automatic Fast Fuzzy Clustering Algorithm for Nucleus Segmentation of Color Pathology Images
    Das, Arunita
    Namtirtha, Amrita
    Dutta, Animesh
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [25] A fuzzy mixed data clustering algorithm by fast search and find of density peaks
    Li, Ye
    Chen, Yiyan
    Li, Qun
    INTELLIGENT DATA ANALYSIS, 2019, 23 : S199 - S224
  • [26] Study on Fuzzy Clustering Algorithm
    Xue, Shi-Long
    2011 16TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, 2011, : 326 - 329
  • [27] A novel fuzzy clustering algorithm
    Yang, MS
    Wu, KL
    Yu, J
    2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, VOLS I-III, PROCEEDINGS, 2003, : 647 - 652
  • [28] A hybrid algorithm for fuzzy clustering
    Che, Z. H.
    EUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING, 2012, 6 (01) : 50 - 67
  • [29] A Fuzzy Paradigmatic Clustering Algorithm
    Amirjavid, Farzad
    Barak, Sasan
    Nemati, Hamidreza
    IFAC PAPERSONLINE, 2019, 52 (13): : 2360 - 2365
  • [30] Another fuzzy clustering algorithm
    Cherkassky, V
    Lee, Y
    PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 518 - 521
12345