• DocumentCode
    468296
  • Title

    A Novel Algorithm of Matrix Computation for Knowledge Reductions in Inconsistent Ordered Information Systems

  • Author

    Xu, Wei-Hua ; Zhang, Wen-xiu

  • Author_Institution
    Xi´´an Jiaotong Univ., Xi´´an
  • Volume
    3
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    91
  • Lastpage
    95
  • Abstract
    In this article, a new method for knowledge reductions is introduced in inconsistent ordered information systems. The dominance matrix and decision assignment matrix are proposed in information systems based on dominance relations. Furthermore, the algorithm of assignment reduction is obtained, from which we can provide approach to knowledge reductions operated simply in inconsistent systems based on dominance relations. Finally, an example illustrates the validity of this method, and shows the method is excellent to a complicated information system.
  • Keywords
    information systems; matrix algebra; rough set theory; assignment reduction; decision assignment matrix; dominance matrix; inconsistent ordered information systems; knowledge reductions; Data analysis; Fuzzy systems; Information systems; Machine learning; Pattern recognition; Rough sets; Set theory; Technological innovation; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.94
  • Filename
    4406208