Efficient Singleton Consistency by Combining Forward Checking and Bound Consistency

被引:1
|
作者
Guo, Jinsong [1 ]
Li, Zhanshan [1 ]
Zhang, Yonggang [1 ]
机构
[1] Jilin Univ, Coll Comp Sci & Technol, Minist Educ, Key Lab Symbol Computat & Knowledge Engn, Changchun 130023, Peoples R China
来源
2012 IEEE 24TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2012), VOL 1 | 2012年
关键词
constraint satisfaction problem; maxRPC; consistency; algorithm;
D O I
10.1109/ICTAI.2012.38
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Maintaining local consistencies can improve the efficiencies of the search algorithms solving constraint satisfaction problems (CSPs). Comparing with arc consistency which is the most widely used local consistency, stronger local consistencies can make the search space smaller while they require higher computational cost. In this paper, we make an attempt on the compromise between the pruning ability and the computational cost. A new local consistency called singleton strong bound consistency (SSBC) and its light version, light SSBC, are proposed. The search algorithm maintaining light SSBC can outperform MAC on a considerable number of problems.
引用
收藏
页码:223 / 229
页数:7
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