• DocumentCode
    2899517
  • Title

    New Research on Fuzzy Rough Sets

  • Author

    Wu, Qing-e ; Wang, Tuo ; Huang, Yong-xuan ; Li, Ji-sheng

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ.
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    4178
  • Lastpage
    4183
  • Abstract
    For probing into further the relations of the general algebraic theories and fuzzy rough sets theories, this paper presents several new theories and definitions on fuzzy rough sets including half-group, group, subgroup, ring, subring, ideal, field. These new algebraic theories studied on fuzzy rough sets will break through the boundary of deterministic attribute space in general algebraic theories so that we may discuss and solve some fuzzy or uncertain problems on approximate space of fuzzy rough sets. Thus, the new theories development in this paper leads to advancements in general algebra and in turn can form the theoretic base for further applications of fuzzy rough sets. Advancements in general algebra through the study of algebraic theories on fuzzy rough sets are not only applicable to fuzzy rough sets fields, but also are of important theoretical value to modern algebra
  • Keywords
    fuzzy set theory; group theory; rough set theory; algebraic theories; fuzzy rough sets; half-group; subgroup; subring; Algebra; Cybernetics; Fuzzy sets; Gold; Machine learning; Pattern recognition; Real time systems; Rough sets; Fuzzy rough sets; field; group; pseudo-complement; ring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258939
  • Filename
    4028805