Ontology type: schema:ScholarlyArticle
2018-04
AUTHORS ABSTRACTWe present an overview of the integration of constraint programming (CP) and operations research (OR) to solve combinatorial optimization problems. We interpret CP and OR as relying on a common primal-dual solution approach that provides the basis for integration using four main strategies. The first strategy tightly interweaves propagation from CP and relaxation from OR in a single solver. The second applies OR techniques to domain filtering in CP. The third decomposes the problem into a portion solved by CP and a portion solved by OR, using CP-based column generation or logic-based Benders decomposition. The fourth uses relaxed decision diagrams developed for CP propagation to help solve dynamic programming models in OR. The paper cites a significant fraction of the literature on CP/OR integration and concludes with future perspectives. More... »
PAGES172-195
http://scigraph.springernature.com/pub.10.1007/s10601-017-9280-3
DOIhttp://dx.doi.org/10.1007/s10601-017-9280-3
DIMENSIONShttps://app.dimensions.ai/details/publication/pub.1100109527
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