This work introduces a combinatorial optimization problem called Mars Express Memory Dumping Problem (Mex-Mdp), which arises in the European Space Agency program Mars Express. It concerns the generation of high quality schedules for the spacecraft memory downlink problem. Mex-Mdp is an NP-hard combinatorial problem characterized by several kinds of constraints, such as on-board memory capacity, limited communication windows over the downlink channel, deadlines and ready times on the observation activities. The contribution of this paper is twofold: on one hand it provides a CSP model of a real problem, and on the other it presents a set of metaheuristic strategies based on local and randomized search which are built around the constraint-based model of the problem. The algorithms are evaluated on a benchmark set distilled from ESA documentation and the results are compared against a lower bound of the objective function.
Generating High Quality Schedules for a Spacecraft Memory Downlink Problem
Springer, Berlin , Germania
Lecture notes in computer science 2833 (2003): 570–584.
info:cnr-pdr/source/autori:Oddi A., Policella N., Cesta A. and Cortellessa G./titolo:Generating High Quality Schedules for a Spacecraft Memory Downlink Problem/doi:/rivista:Lecture notes in computer science/anno:2003/pagina_da:570/pagina_a:584/intervallo_