Strong formulation for the spot 5 daily photograph scheduling problem

Strong formulation for the spot 5 daily photograph scheduling problem

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Article ID: iaor20107599
Volume: 20
Issue: 4
Start Page Number: 385
End Page Number: 398
Publication Date: Nov 2010
Journal: Journal of Combinatorial Optimization
Authors: , ,
Keywords: space
Abstract:

Earth observation satellites, such as the SPOT 5, take photographs of the earth according to consumers’ demands. Obtaining a good schedule for the photographs is a combinatorial optimization problem known in the literature as the daily photograph scheduling problem (DPSP). The DPSP consists of selecting a subset of photographs, from a set of candidates, to different cameras, maximizing a profit function and satisfying a large number of constraints. Commercial solvers, with standard integer programming formulations, are not able to solve some DPSP real instances available in the literature. In this paper we present a strengthened formulation for the DPSP, based on valid inequalities arising in node packing and 3-regular independence system polyhedra. This formulation was able, with a commercial solver, to solve to optimality all those instances in a short computation time.

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