Peschiera, Franco and Dupin, Nicolas
and Battaïa, Olga
and Haït, Alain
A novel MIP formulation for the optimization problem of maintenance planning of military aircraft.
(2018)
In: XIX Latin-Iberoamerican Conference on Operations Research, 24 September 2018 - 27 September 2018 (Lima, Peru).
(Unpublished)
|
(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 153kB |
Abstract
A Flight and Maintenance Planning problem is considered for military aircraft. A novel Mixed-Integer Linear Programming model is developed for scheduling maintenance operations along with the assignment of regular, pre-scheduled, missions. This model takes into account the specific requirements of a military environment and its operational goals. On the contrary to previous studies, the developed model is applicable for the management of a heterogenic fleet. Different combinations of objective functions are discussed for multi-objective optimization and the impact of their use is analyzed on a dataset provided by French Army Forces. The complexity of the obtained problem formulations is studied; new procedures are developed in order to decrease the computational time required to construct efficient Pareto-fronts of alternative solutions for real-life sized instances. The results obtained in computational tests show the efficiency of the developed optimization approach.
Item Type: | Conference or Workshop Item (Paper) |
---|---|
HAL Id: | hal-01894364 |
Audience (conference): | International conference proceedings |
Uncontrolled Keywords: | |
Institution: | Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE) |
Laboratory name: | |
Statistics: | download |
Deposited On: | 12 Oct 2018 10:59 |
Repository Staff Only: item control page