• DocumentCode
    2925587
  • Title

    Rough matroid

  • Author

    Zhu, William ; Wang, Shiping

  • Author_Institution
    Lab. of Granular Comput., Zhangzhou Normal Univ., Zhangzhou, China
  • fYear
    2011
  • fDate
    8-10 Nov. 2011
  • Firstpage
    817
  • Lastpage
    824
  • Abstract
    This paper proposes a framework to integrate rough sets with matroids. Specifically, we propose the lower and upper rough matroids which extend the matroid. They are established by the lower and upper approximations of generalized rough sets based on relations, respectively. As a generalization of the lower (upper) rough matroid, the lower (upper) rough greedoid is defined, and it also a generalization of the greedoid. Moreover, an axiom of poset matroid is provided by generalized rough sets based on relations. Finally, we prove that the poset matroid is a special case of the lower rough greedoid.
  • Keywords
    combinatorial mathematics; matrix algebra; rough set theory; poset matroid; rough greedoid; rough matroid; rough set; Approximation methods; Bayesian methods; Educational institutions; Fuzzy sets; Probabilistic logic; Rough sets; Poset matroid; Rough greedoid; Rough matroid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2011 IEEE International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-1-4577-0372-0
  • Type

    conf

  • DOI
    10.1109/GRC.2011.6122704
  • Filename
    6122704