Review on artificial intelligence techniques for improving representative air traffic management capability

J Tang, G Liu, Q Pan - Journal of Systems Engineering and …, 2022 - ieeexplore.ieee.org
The use of artificial intelligence (AI) has increased since the middle of the 20th century, as
evidenced by its applications to a wide range of engineering and science problems. Air …

[BOG][B] Metaheuristics

P Siarry - 2016 - Springer
Metaheuristics Patrick Siarry Editor Metaheuristics Page 2 Metaheuristics Page 3 Patrick Siarry
Editor Metaheuristics 123 Page 4 Editor Patrick Siarry Laboratory LiSSi (EA 3956) Université …

Aircraft deconfliction with speed regulation: new models from mixed-integer optimization

S Cafieri, N Durand - Journal of Global Optimization, 2014 - Springer
Detecting and solving aircraft conflicts, which occur when aircraft sharing the same airspace
are too close to each other according to their predicted trajectories, is a crucial problem in …

Ant colony optimization for air traffic conflict resolution

N Durand, JM Alliot - Atm seminar 2009, 8th usa/europe air traffic …, 2009 - enac.hal.science
The n aircraft conflict resolution problem is highly combinatorial and can be optimally solved
using classical mathematical optimisation techniques only for small problems involving less …

[HTML][HTML] Study on the resolution of multi-aircraft flight conflicts based on an IDQN

SUI Dong, XU Wei**, K Zhang - Chinese Journal of Aeronautics, 2022 - Elsevier
With the rapid growth of flight flow, the workload of controllers is increasing daily, and
handling flight conflicts is the main workload. Therefore, it is necessary to provide more …

Simultaneous optimization of artificial neural networks for financial forecasting

K Kim, H Ahn - Applied Intelligence, 2012 - Springer
Artificial neural networks (ANNs) have been popularly applied for stock market prediction,
since they offer superlative learning ability. However, they often result in inconsistent and …

Multiobjective optimization for aircraft conflict resolution. A metaheuristic approach

A Alonso-Ayuso, LF Escudero… - European Journal of …, 2016 - Elsevier
The conflict resolution problem in Air Traffic Management is tackled in this paper by using a
mixed integer linear approximation to a Mixed Integer Nonlinear Optimization (MINO) model …

Constant speed optimal reciprocal collision avoidance

N Durand - Transportation research part C: emerging technologies, 2018 - Elsevier
In this article, the Optimal Reciprocal Collision Avoidance (ORCA) algorithm is modified to
make it work for speed constrained aircraft. The adaptation of ORCA to aircraft conflict …

Four-dimensional trajectory planning for urban air traffic vehicles based on improved RRT* algorithm

W Pan, Q He, Y Huang, L Qin - IEEE Access, 2023 - ieeexplore.ieee.org
In this paper, we propose a trajectory planning method for high-density flights in a complex
environment with multiple buildings in the city. Moreover, a simulation study of four …

A VNS metaheuristic for solving the aircraft conflict detection and resolution problem by performing turn changes

A Alonso-Ayuso, LF Escudero… - Journal of Global …, 2015 - Springer
Abstract The aircraft Conflict Detection and Resolution (CDR) problem in air traffic
management consists of finding a new configuration for a set of aircraft such that conflict …