A survey on artificial intelligence (ai) and explainable ai in air traffic management: Current trends and development with future research trajectory
Air Traffic Management (ATM) will be more complex in the coming decades due to the
growth and increased complexity of aviation and has to be improved in order to maintain …
growth and increased complexity of aviation and has to be improved in order to maintain …
A hybrid metaheuristic optimization algorithm for strategic planning of 4d aircraft trajectories at the continental scale
S Chaimatanan, D Delahaye… - IEEE Computational …, 2014 - ieeexplore.ieee.org
Global air-traffic demand is continuously increasing. To handle such a tremendous traffic
volume while maintaining at least the same level of safety, a more efficient strategic …
volume while maintaining at least the same level of safety, a more efficient strategic …
Cooperative multi-agent model for collision avoidance applied to air traffic management
Abstract In the future, Air Traffic Control (ATC) will have to cope with a radical change in air
traffic. Apart from the probable increase in traffic that will push the system to its limits, the …
traffic. Apart from the probable increase in traffic that will push the system to its limits, the …
Selective simulated annealing for large scale airspace congestion mitigation
J Lavandier, A Islami, D Delahaye, S Chaimatanan… - Aerospace, 2021 - mdpi.com
This paper presents a methodology to minimize the airspace congestion of aircraft
trajectories based on slot allocation techniques. The traffic assignment problem is modeled …
trajectories based on slot allocation techniques. The traffic assignment problem is modeled …
Conflict-free trajectory planning based on a data-driven conflict-resolution model
E Calvo-Fernández, L Perez-Sanz… - Journal of Guidance …, 2017 - arc.aiaa.org
In a trajectory-based operations' environment, at some time during the planning phase,
shared business trajectories will become reference business trajectories, and not …
shared business trajectories will become reference business trajectories, and not …
Usage of more transparent and explainable conflict resolution algorithm: air traffic controller feedback
Recently, Artificial intelligence (AI) algorithms have received increasable interest in various
application domains including in Air Transportation Management (ATM). Different AI in …
application domains including in Air Transportation Management (ATM). Different AI in …
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts.
A Bastas, G Vouros - Information Sciences, 2022 - Elsevier
With the aim to enhance automation in conflict detection and resolution (CD&R) tasks in the
Air Traffic Management domain, this article proposes deep learning (DL) techniques that …
Air Traffic Management domain, this article proposes deep learning (DL) techniques that …
Large-scale 4D trajectory planning
A Islami, S Chaimatanan, D Delahaye - … and Systems II: Selected Papers of …, 2017 - Springer
To sustain the continuously increasing air traffic demand, the future air traffic management
system will rely on a so-called trajectory-based operations concept that will increase air …
system will rely on a so-called trajectory-based operations concept that will increase air …
Airport taxi planning: Lagrangian decomposition
AG Marin - Journal of Advanced Transportation, 2013 - Wiley Online Library
The airport taxi planning (TP) module is a decision tool intended to guide airport surface
management operations. TP is defined by a flow network optimization model that represents …
management operations. TP is defined by a flow network optimization model that represents …
Hybrid metaheuristic for air traffic management with uncertainty
S Chaimatanan, D Delahaye, M Mongeau - Recent developments in …, 2018 - Springer
To sustain the rapidly increasing air traffic demand, the future air traffic management system
will rely on a concept, called Trajectory-Based Operations (TBO), that will require aircraft to …
will rely on a concept, called Trajectory-Based Operations (TBO), that will require aircraft to …