MATHEMATICAL ENGINEERING TECHNICAL REPORTS Properties of Semi-Elementary Imsets as Sums of Elementary Imsets

نویسندگان

  • Takuya KASHIMURA
  • Tomonari SEI
  • Akimichi TAKEMURA
  • Kentaro TANAKA
  • Takuya Kashimura
  • Tomonari Sei
  • Akimichi Takemura
  • Kentaro Tanaka
چکیده

We study properties of semi-elementary imsets and elementary imsets introduced by Studený [10]. The rules of the semi-graphoid axiom (decomposition, weak union and contraction) for conditional independence statements can be translated into a simple identity among three semi-elementary imsets. By recursively applying the identity, any semi-elementary imset can be written as a sum of elementary imsets, which we call a representation of the semi-elementary imset. A semi-elementary imset has many representations. We study properties of the set of possible representations of a semi-elementary imset and prove that all representations are connected by relations among four elementary imsets. 2000 Mathematics Subject Classifications: 62F15, 90C10

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تاریخ انتشار 2011