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
  • [31] Topological Structures of a Type of Granule Based Covering Rough Sets
    Zhang, Yan-lan
    Li, Chang-qing
    [J]. FILOMAT, 2018, 32 (09) : 3129 - 3141
  • [32] GRANULAR STRUCTURES OF FUZZY ROUGH SETS BASED ON GENERAL FUZZY RELATIONS
    Zhang, Xiao
    Mei, Chang-Lin
    Chen, De-Gang
    [J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOL. 2, 2015, : 832 - 837
  • [33] Correction to: On topological structures of virtual fuzzy parametrized fuzzy soft sets
    Orhan Dalkılıç
    [J]. Complex & Intelligent Systems, 2022, 8 : 701 - 701
  • [34] Axiomatic systems for rough sets and fuzzy rough sets
    Liu, Guilong
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (03) : 857 - 867
  • [35] FUZZY ROUGH SETS
    NANDA, S
    MAJUMDAR, S
    [J]. FUZZY SETS AND SYSTEMS, 1992, 45 (02) : 157 - 160
  • [36] Topological Interpretation of Rough Sets
    Grabowski, Adam
    [J]. FORMALIZED MATHEMATICS, 2014, 22 (01): : 89 - 97
  • [37] Rough Sets: A Topological View
    Kumar, Arun
    Kumari, Shilpi
    [J]. NEW MATHEMATICS AND NATURAL COMPUTATION, 2024,
  • [38] Rough L-fuzzy sets: Their representation and related structures
    Gegeny, David
    Radeleczki, Sandor
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2022, 142 : 1 - 12
  • [39] Rough Sets and Fuzzy Sets Preface
    Cornelis, Chris
    Nguyen, Hung Son
    Pal, Sankar K.
    Skowron, Andrzej
    Wu, Wei-Zhi
    [J]. FUNDAMENTA INFORMATICAE, 2015, 142 (1-4) : V - VIII
  • [40] Advances in fuzzy sets and rough sets
    Masulli, Francesco
    Petrosino, Alfredo
    [J]. International Journal of Approximate Reasoning, 2006, 41 (02):