Improving Coarse-Grained Arc Consistency Algorithms in Solving Constraint Satisfaction Problems
Author:
Affiliation:

Clc Number:

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    Constraint satisfaction problems have been widely investigated in artificial intelligence area. This paper investigates whether the coarse-grained maintaining arc is consistent, which is used to solve CSPs. The study has found that during the search for a solution, there are ineffective revisions, which revise the arcs that point to assigned variables. This study has proved that such revisions are redundant and proposed a method to avoid such redundant revisions. The paper gives the improved basic frame for the coarse-grained arc consistency algorithms, named AC3_frame_ARR. The new frame can be applied to improve all the coarse-grained AC algorithms. The experimental results show that the improved algorithms can save at most 80% revisions and 40% CPU time.

    Reference
    Related
    Cited by
Get Citation

李宏博,李占山,王涛.改进求解约束满足问题粗粒度弧相容算法.软件学报,2012,23(7):1816-1823

Copy
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:June 29,2011
  • Revised:October 08,2011
  • Adopted:
  • Online: July 03,2012
  • Published:
You are the firstVisitors
Copyright: Institute of Software, Chinese Academy of Sciences Beijing ICP No. 05046678-4
Address:4# South Fourth Street, Zhong Guan Cun, Beijing 100190,Postal Code:100190
Phone:010-62562563 Fax:010-62562533 Email:jos@iscas.ac.cn
Technical Support:Beijing Qinyun Technology Development Co., Ltd.

Beijing Public Network Security No. 11040202500063