• DocumentCode
    2390193
  • Title

    Arc consistency for factorable relations

  • Author

    Perlin, Mark

  • Author_Institution
    Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    1991
  • fDate
    10-13 Nov 1991
  • Firstpage
    340
  • Lastpage
    345
  • Abstract
    An optimal arc consistency algorithm AC-4 was given by R. Mohr and T.C. Henderson (1986). AC-4 has costO(ea2), and cost(na2) for scene labeling. Although their algorithm is indeed optimal, under certain conditions a constraint satisfaction problem can be transformed into a less complex problem. Conditions and mechanisms are presented for such transformations, and it is shown how to factor relations into more manageable components. A description is given of how factorization can reduce AC-4´s cost to O(ea), and this result is applied to RETE match
  • Keywords
    artificial intelligence; computational complexity; inference mechanisms; pattern recognition; AC-4; RETE match; arc consistency; constraint satisfaction problem; factorable relations; scene labeling; Computer science; Costs; Filtering; IEL; Labeling; Layout; Libraries; Pain; Search problems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools for Artificial Intelligence, 1991. TAI '91., Third International Conference on
  • Conference_Location
    San Jose, CA
  • Print_ISBN
    0-8186-2300-4
  • Type

    conf

  • DOI
    10.1109/TAI.1991.167113
  • Filename
    167113