• DocumentCode
    475908
  • Title

    A new bidirectional ARC consistency algorithm

  • Author

    Liu, Chun-hui ; Zhu, Xing-Jun ; Zhang, Yong-Gang ; Sun, Ji-gui

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun
  • Volume
    1
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    148
  • Lastpage
    152
  • Abstract
    Arc consistency techniques have played an important role in constraint solving area. The paper presents a new bidirectional singleton arc consistency algorithm based on constraint networks, called BiSAC-2, and gives its correctness and completeness proof. BiSAC-2 shares the same simplification ability with BiSAC-1, furthermore, it decreases the times of keeping arc consistency. Namely, it avoids the redundant constraint propagation, and steadies more quickly than BiSAC-1.Finally the experiments on random constraint satisfaction problems show that BiSAC-2 has remarkable advantage over BiSAC-1 in performance.
  • Keywords
    constraint handling; constraint theory; data integrity; program verification; BiSAC-2; bidirectional singleton arc consistency algorithm; completeness proof; constraint networks; random constraint satisfaction problems; redundant constraint propagation; Algorithm design and analysis; Artificial intelligence; Computer science; Cybernetics; Educational institutions; Filtering; Machine learning; Machine learning algorithms; Space technology; Sun; Arc consistency; Bidirectional arc consistency; Constraint satisfaction problem;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620395
  • Filename
    4620395