Dulmage-Mendelsohn Canonical Decomposition as a generic pruning technique

被引:4
作者
Cymer, Radosaw
机构
关键词
Constraint programming; Global constraints; Operations research; Graph theory; Matching theory; Decomposition theory; ALGORITHMS; GRAPH;
D O I
10.1007/s10601-012-9120-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce a new generic propagation mechanism for constraint programming. A first advantage of our pruning technique stems from the fact that it can be applied on various global constraints. In this work we describe a filtering scheme for such a family based on Dulmage-Mendelsohn Structure Theorem. Our method checks the feasibility in polynomial time and then ensures hyper-arc consistency in linear time. It is also applicable to any soft version of global constraint expressed in terms of a maximum matching in a bipartite graph and remains of linear complexity.
引用
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页码:234 / 272
页数:39
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