The fuzzy rough set approaches of fuzzy reasoning

被引：0
|
作者：
Tsang, Eric C. C. [1 ]
Chen, De-Gang [2 ]
机构：
[1] Hong Kong Polytech Univ, Dept Comp, Hung Hom, Kowloon, Hong Kong, Peoples R China
[2] North China Elect Power Univ Beijing, Dept Math & Phys, Beijing 102206, Peoples R China
来源：
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2006年
关键词：
fuzzy set; rough set; fuzzy reasoning; approximation operators;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we present some new ideas for fuzzy reasoning from the viewpoint of fuzzy rough set. After introducing the existing research of fuzzy rough sets, we show that the well-known CRI method in fuzzy reasoning is just a special upper approximation operator in fuzzy rough set theory. We also develop some practical methods, for fuzzy system by using lower approximation operators in fuzzy rough sets and compare them with the existing methods for fuzzy system.
引用
收藏
页码：1642 / +
页数：2
相关论文
共 50 条
  • [31] Fuzzy rough set and its improvement
    Miao, DQ
    Li, DG
    Fan, SD
    2005 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, VOLS 1 AND 2, 2005, : 217 - 220
  • [32] On Robust Fuzzy Rough Set Models
    Hu, Qinghua
    Zhang, Lei
    An, Shuang
    Zhang, David
    Yu, Daren
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (04) : 636 - 651
  • [33] Representation Theorem of Fuzzy Rough Set
    舒兰
    赵磊
    JournalofElectronicScienceandTechnologyofChina, 2004, (04) : 76 - 78
  • [34] An adjustable multigranulation fuzzy rough set
    Yan Chen
    International Journal of Machine Learning and Cybernetics, 2016, 7 : 267 - 274
  • [35] Transformation Of Rough Fuzzy Set Models
    Wu, Mingfen
    Kou, Guangxue
    Li, Yindi
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL II, 2010, : 223 - 226
  • [36] A rough set paradigm for unifying rough set theory and fuzzy set theory
    Polkowski, L
    ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, 2003, 2639 : 70 - 77
  • [37] Approximate reasoning with fuzzy soft set
    Karim, I. U.
    Akkash, M. F.
    Raha, S.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2022, 19 (04): : 107 - 124
  • [38] A Variable Precision Fuzzy Rough Set Approach to a Fuzzy-Rough Decision Table
    Jian, Li-rong
    Li, Ming-yang
    2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELING, SIMULATION AND APPLIED MATHEMATICS (CMSAM 2016), 2016, : 236 - 240
  • [39] Matrix Approaches for Covering-Based Multigranulation Fuzzy Rough Set Models
    Chang, Zaibin
    Wei, Junchao
    JOURNAL OF MATHEMATICS, 2023, 2023
  • [40] Rough mereology: A rough set paradigm for unifying rough set theory and fuzzy set theory
    Polkowski, L
    FUNDAMENTA INFORMATICAE, 2003, 54 (01) : 67 - 88
12345