On Fuzzy Rough Sets and Their Topological Structures

被引:4
|
作者
Tang, Weidong [1 ]
Wu, Jinzhao [1 ,2 ,3 ]
Zheng, Dingwei [4 ]
机构
[1] Chinese Acad Sci, Chengdu Inst Comp Applicat, Chengdu 610054, Peoples R China
[2] Guangxi Univ Nationalities, Nanning 530006, Peoples R China
[3] Guangxi Key Lab Hybrid Computat & IC Design Anal, Nanning 530006, Peoples R China
[4] Guangxi Univ, Coll Math & Informat Sci, Nanning 530004, Peoples R China
基金
中国国家自然科学基金;
关键词
SPACES;
D O I
10.1155/2014/546372
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The core concepts of rough set theory are information systems and approximation operators of approximation spaces. Approximation operators draw close links between rough set theory and topology. This paper is devoted to the discussion of fuzzy rough sets and their topological structures. Fuzzy rough approximations are further investigated. Fuzzy relations are researched by means of topology or lower and upper sets. Topological structures of fuzzy approximation spaces are given by means of pseudoconstant fuzzy relations. Fuzzy topology satisfying (CC) axiom is investigated. The fact that there exists a one-to-one correspondence between the set of all preorder fuzzy relations and the set of all fuzzy topologies satisfying (CC) axiom is proved, the concept of fuzzy approximating spaces is introduced, and decision conditions that a fuzzy topological space is a fuzzy approximating space are obtained, which illustrates that we can research fuzzy relations or fuzzy approximation spaces by means of topology and vice versa. Moreover, fuzzy pseudoclosure operators are examined.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] ROUGH SETS AND FUZZY-SETS
    PAWLAK, Z
    [J]. FUZZY SETS AND SYSTEMS, 1985, 17 (01) : 99 - 102
  • [42] Fuzzy modeling based on rough sets and fuzzy sets
    Xie, KM
    Chen, ZH
    [J]. PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 2262 - 2265
  • [43] Fuzzy modeling based on rough sets and fuzzy sets
    Xie, KM
    Chen, ZH
    Xie, G
    Müller-Schloer, C
    [J]. ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 977 - 980
  • [44] Rough sets and interval fuzzy sets
    Yao, YY
    [J]. JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 2347 - 2352
  • [45] Ordinal fuzzy sets and rough sets
    Liu, DZ
    Wang, XZ
    Lee, JWT
    [J]. 2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 1438 - 1441
  • [46] Advances in fuzzy sets and rough sets
    Masulli, F
    Petrosino, A
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2006, 41 (02) : 75 - 76
  • [47] Fuzzy Interpolation of Fuzzy Rough Sets
    Gegeny, David
    Kovacs, Szilveszter
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2022,
  • [48] Fuzzy rough sets with a fuzzy ideal
    Ismail Ibedou
    S. E. Abbas
    [J]. Journal of the Egyptian Mathematical Society, 28 (1)
  • [49] Genuine sets, various kinds of fuzzy sets and fuzzy rough sets
    Demirci, M
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2003, 11 (04) : 467 - 494
  • [50] Generalised Approximate Equalities based on Rough Fuzzy Sets & Rough Measures of Fuzzy Sets
    Jhawar, Abhishek
    Vats, Ekta
    Tripathy, Balakrushna
    Chan, Chee Seng
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,