Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année :

Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization

(1, 2, 3) , (4) , (2) , (2) , (5) , (1)
1
2
3
4
5

Résumé

In air traffic management, most optimization procedures are commonly based on deterministic modeling and do not take into account the uncertainties on environmental conditions (e.g., wind) and on air traffic control operations. However, aircraft performances in a real-world context are highly sensitive to these uncertainties. The aim of this work is twofold. First, we provide some numerical evidence of the sensitivity of fuel consumption and flight duration with respect to random fluctuations of the wind and the air traffic control operations. Second, we develop a global stochastic optimization procedure for general aircraft performance criteria. Since we consider general (black-box) cost functions, we develop a derivative-free optimization procedure: noisy simulated annealing (NSA).
Fichier non déposé

Dates et versions

hal-01575800 , version 1 (21-08-2017)

Identifiants

Citer

Clément Bouttier, Olivier Babando, Sébastien Gadat, Sébastien Gerchinovitz, Sebastien Laporte, et al.. Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization. International Conference of the German, Austrian and Swiss Operations Research Societies (GOR, ÖGOR, SVOR/ASRO, Sep 2015, Vienne, Austria. pp 569-574, ⟨10.1007/978-3-319-42902-1_77⟩. ⟨hal-01575800⟩
275 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook Twitter LinkedIn More