• DocumentCode
    523681
  • Title

    A Computation of Core for the Information System

  • Author

    Shuxin, Tian ; Xiaoping, Wu ; Hongxia, Wang

  • Author_Institution
    Naval Univ. of Eng., Wuhan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    11-12 May 2010
  • Firstpage
    54
  • Lastpage
    56
  • Abstract
    A lot of methods of attributes reduction are based on the core of the attributes, then using a certain intelligent algorithm to get the attributes whose number is the minimum. This paper presents a new computation of core for the information system: first, the relationship between core attribute and indispensable attribute is described, meanwhile, a necessary and sufficient condition proved by the theory is presented to judge if a certain attribute is core or not; second, a detail computation of core is designed and computational complexity is analyzed; finally, the validity of this approach is proved by comparing method of the initial definition and the method in this paper.
  • Keywords
    Automation; Computational complexity; Heuristic algorithms; Information analysis; Information entropy; Information systems; Set theory; Sufficient conditions; Uncertainty; Attribute Reduction; Core; Informations system; Roughe Set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
  • Conference_Location
    Changsha, China
  • Print_ISBN
    978-1-4244-7279-6
  • Electronic_ISBN
    978-1-4244-7280-2
  • Type

    conf

  • DOI
    10.1109/ICICTA.2010.814
  • Filename
    5522819