A constraint programming approach for the resource-constrained project scheduling problem

A constraint programming approach for the resource-constrained project scheduling problem

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Article ID: iaor2009229
Country: Netherlands
Volume: 157
Issue: 1
Start Page Number: 25
End Page Number: 36
Publication Date: Jan 2008
Journal: Annals of Operations Research
Authors: ,
Keywords: programming: constraints
Abstract:

A ‘pure’ Constraint Programming approach for the Resource-Constrained Project Scheduling Problem 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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