• DocumentCode
    3430687
  • Title

    Attribute reduction with homomorphism in incomplete information systems

  • Author

    Liu, Xiao-Juan ; Mi, Ju-Sheng

  • Author_Institution
    College of Mathematics and Information Science, Hebei Normal University, Shijiazhuang, China
  • fYear
    2012
  • fDate
    11-13 Aug. 2012
  • Firstpage
    310
  • Lastpage
    313
  • Abstract
    The notion of homomorphism is used as a tool to deal with attribute reduction in incomplete information systems. In this paper, we define a tolerance relation on the universe of discoures U, and the tolerance classes which are created by the tolerance relation can form a cover of U. Then a novel definition of consistent function is proposed, and some properties of incomplete information systems under homomorphism are discussed. Furthermore, we prove that the attribute reduction of the original system and its image system is equivalent to each other. And then a new and more convenient measure to handle the attribute reduction of the original incomplete information system is obtained.
  • Keywords
    Approximation methods; Gold; attribute reduction; consistent function; homomorphism; incomplete information system; tolerance relation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2012 IEEE International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4673-2310-9
  • Type

    conf

  • DOI
    10.1109/GrC.2012.6468586
  • Filename
    6468586