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The weighted arborescence constraint
- Source :
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformat, Vol. 10335 LNCS, p. 185-201 (2017), Integration of AI and OR Techniques in Constraint Programming ISBN: 9783319597751, CPAIOR
- Publication Year :
- 2017
- Publisher :
- Springer Verlag, 2017.
-
Abstract
- For a directed graph, a Minimum Weight Arborescence (MWA) rooted at a vertex r is a directed spanning tree rooted at r with the minimum total weight. We define the MinArborescence constraint to solve constrained arborescence problems (CAP) in Constraint Programming (CP). A filtering based on the LP reduced costs requires \(O(|V|^2)\) where |V| is the number of vertices. We propose a procedure to strengthen the quality of the LP reduced costs in some cases, also running in \(O(|V|^2)\). Computational results on a variant of CAP show that the additional filtering provided by the constraint reduces the size of the search tree substantially.
- Subjects :
- 060201 languages & linguistics
Arborescence
Minimum weight
06 humanities and the arts
02 engineering and technology
Directed graph
Travelling salesman problem
Search tree
Vertex (geometry)
Combinatorics
Constraint (information theory)
0602 languages and literature
0202 electrical engineering, electronic engineering, information engineering
Constraint programming
020201 artificial intelligence & image processing
Mathematics
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-319-59775-1
- ISBNs :
- 9783319597751
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformat, Vol. 10335 LNCS, p. 185-201 (2017), Integration of AI and OR Techniques in Constraint Programming ISBN: 9783319597751, CPAIOR
- Accession number :
- edsair.doi.dedup.....d8fff27262d6dcf1fd06272b9fc42edc