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Multiobjective Simulated Annealing for Collision Avoidance in ATM Accounting for Three Admissible Maneuvers
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-02
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
Technological advances are required to accommodate air traffic control systems for the future growth of air traffic.
Particularly, detection and resolution of conflicts between aircrafts is a problem that has attracted much attention in the last decade becoming vital to improve the safety standards in free flight unstructured environments.
We propose using the archive simulated annealing-based multiobjective optimization algorithm to deal with such a problem, accounting for three admissible maneuvers (velocity, turn, and altitude changes) in a multiobjective context.
The minimization of the maneuver number and magnitude, time delays, or deviations in the leaving points are considered for analysis.
The optimal values for the algorithm parameter set are identified in the more complex instance in which all aircrafts have conflicts between each other accounting for 5, 10, and 20 aircrafts.
Moreover, the performance of the proposed approach is analyzed by means of a comparison with the Pareto front, computed using brute force for 5 aircrafts and the algorithm is also illustrated with a random instance with 20 aircrafts.
American Psychological Association (APA)
Mateos, A.& Jiménez-Martín, A.. 2016. Multiobjective Simulated Annealing for Collision Avoidance in ATM Accounting for Three Admissible Maneuvers. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1112757
Modern Language Association (MLA)
Mateos, A.& Jiménez-Martín, A.. Multiobjective Simulated Annealing for Collision Avoidance in ATM Accounting for Three Admissible Maneuvers. Mathematical Problems in Engineering No. 2016 (2016), pp.1-16.
https://search.emarefa.net/detail/BIM-1112757
American Medical Association (AMA)
Mateos, A.& Jiménez-Martín, A.. Multiobjective Simulated Annealing for Collision Avoidance in ATM Accounting for Three Admissible Maneuvers. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1112757
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112757