• DocumentCode
    530483
  • Title

    Key value ordering heuristic for solving algorithm based on the AC-4 algorithm

  • Author

    Li, Zhan-Shan ; Du, Hui-Ying ; Shen, Hai-Jiao ; Wang, Zi-Wen

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
  • Volume
    1
  • fYear
    2010
  • fDate
    24-26 Aug. 2010
  • Firstpage
    6
  • Lastpage
    9
  • Abstract
    We have studied the AC-4 algorithm and then present key value ordering heuristic forming the new solving algorithm BT-KVV, which is based on the AC-4 algorithm. This algorithm takes full advantage of the state information of the data structure used in the AC-4 algorithm after the process of arc consistency. The algorithm sorts the values of the variables´ domain according to the key importance of the values. So this order forces the solving algorithm to give priority to extend the key values of variables. In this way, the efficiency of the solving algorithm can be improved a lot. The result of our experiments shows that our algorithm has much more advantage over other solving algorithms.
  • Keywords
    computational complexity; constraint theory; data structures; operations research; AC-4 algorithm; BT-KVV solving algorithm; NP-hard problem; arc consistency; constraint satisfaction problems; data structure; key value ordering heuristic; state information; AC-4; arc consistency; key value; solving algorithm; value ordering heuristic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4244-7957-3
  • Type

    conf

  • DOI
    10.1109/CMCE.2010.5609655
  • Filename
    5609655