• DocumentCode
    468294
  • Title

    A Kind of Dynamic Rough Sets

  • Author

    Li, Dong Ya ; Hu, Bao Qing

  • Volume
    3
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    79
  • Lastpage
    85
  • Abstract
    Pawlak´s rough set theory is the static rough set theory which is to research and deal with static knowledge. This paper proposes the dynamic rough set theory which is to research and deal with dynamic knowledge, and gives the mathematical expression of dynamic rough sets by defining some concepts such as the elementary transfer coefficients, the D-rough sets and the D-approximate sets, etc, based on dynamic knowledge. And in this paper we also study the transfer characteristic of D-rough sets and give some theorems such as the D-rough set degradation theorem, the D-rough set transform theorem and the transfer equilibrium theorem etc. Finally illustrative examples are further discussed. D-rough set is a common form of Pawlak´s rough set, as Pawlak´s rough set can be considered as a special case of D-rough set.
  • Keywords
    data mining; rough set theory; D-rough sets; Pawlak rough set theory; dynamic knowledge; dynamic rough sets; mathematical expression; static knowledge; static rough set theory; Degradation; Information analysis; Information systems; Mathematical model; Mathematics; Rough sets; Set theory; Statistics; 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.2007.51
  • Filename
    4406206