Optimizing B-splines using Genetic Algorithms Applied to Air-traffic Conflict Resolution

Clément Peyronne 1, 2 Daniel Delahaye 1 Marcel Mongeau 3 Laurent Lapasset 4
1 ENAC - Ecole Nationale de l'Aviation Civile
2 Capgemini [Toulouse]
3 MAIA-OPTIM - ENAC Equipe MAIAA-OPTIM
MAIAA - ENAC - Laboratoire de Mathématiques Appliquées, Informatique et Automatique pour l'Aérien
4 Capgemini
Capgemini [Toulouse]
Abstract : Conflict resolution has always been a sensitive matter in air-traffic management. Current European projects aim partial or total automation of air traffic control to deal with the constant growth of air traffic. Technological advances on flight management system allows us to consider an automatic conflict resolution using continuous trajectories. In this paper, we present a new methodology that, first, relies on B-splines to model trajectories, secondly models air-traffic conflict resolution as an optimization problem whose decision variables are the spline control points. Finally, we use genetic algorithms to tackle this optimization problem in order to generate optimal conflict-free situations.
Keywords : genetic algorithms B-splines air-traffic conflict resolution
Document type :
Conference papers
Complete list of metadatas

Cited literature [7 references]  Display  Hide  Download
https://hal-enac.archives-ouvertes.fr/hal-00987459
Contributor : Céline Smith <>
Submitted on : Tuesday, May 6, 2014 - 11:41:48 AM
Last modification on : Sunday, May 5, 2019 - 12:17:30 PM
Long-term archiving on : Wednesday, August 6, 2014 - 12:10:34 PM

File

Peyronne_ICEC2010.pdf
Files produced by the author(s)

Identifiers

Collections

ENAC | INSMI | TDS-MACS | MAIAA-OPTIM | OPTIM

Citation

Clément Peyronne, Daniel Delahaye, Marcel Mongeau, Laurent Lapasset. Optimizing B-splines using Genetic Algorithms Applied to Air-traffic Conflict Resolution. ICEC 2010, International Conference on Evolutionary Computation, Oct 2010, Valencia, Spain. pp 213-218; ISBN: 978-989-8425-31-7, ⟨10.5220/0003082802130218⟩. ⟨hal-00987459⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

351

Files downloads

202