A constraint programming approach for the resource-constrained project scheduling problem |
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Authors: | Olivier Liess Philippe Michelon |
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Affiliation: | (1) Université d’Avignon et des Pays de Vaucluse, Laboratoire d’Informatique d’Avignon, 339 chemin des Meinajariès, Agroparc BP 1228, 84911 Avignon Cedex 9, France;(2) MPCOMP, Universidade Estaduale do Ceará, Av. Paranjana, 1700, Campus do Itaperi, Fortaleza, Ceará, CEP 601740-000, Brazil |
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Abstract: | A “pure” Constraint Programming approach for the Resource-Constrained Project Scheduling Problem (RCPSP) is presented. Our basic idea was to substitute the resource constraints by a set of “sub-constraints” generated as needed. Each of these sub-constraints corresponds to a set of tasks that cannot be executed together without violating one of the resource constraints. A filtering algorithm for these sub-constraints has been developed. When applied to the initial resource constraints together with known filtering algorithms, this new filtering algorithm provides very good numerical results. |
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