Multiobjective simulated annealing for collision avoidance in ATM accounting for three admissible maneuvers

Mateos Caballero, Alfonso y Jiménez Martín, Antonio (2016). Multiobjective simulated annealing for collision avoidance in ATM accounting for three admissible maneuvers. "Mathematical problems in engineering" ; pp.. ISSN 1024-123X. https://doi.org/x.doi.org/10.1155/2016/8738014.

Descripción

Título: Multiobjective simulated annealing for collision avoidance in ATM accounting for three admissible maneuvers
Autor/es:
  • Mateos Caballero, Alfonso
  • Jiménez Martín, Antonio
Tipo de Documento: Artículo
Título de Revista/Publicación: Mathematical problems in engineering
Fecha: 2016
Materias:
Escuela: E.T.S. de Ingenieros Informáticos (UPM)
Departamento: Inteligencia Artificial
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

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

Proyectos asociados

TipoCódigoAcrónimoResponsableTítulo
Gobierno de EspañaMTM2014-56949-C3-2-RSin especificarUniversidad Politécnica de MadridAPOYO A DECISIONES EN ANALISIS DE RIESGOS. SEGURIDAD OPERACIONAL AEREA

Más información

ID de Registro: 46047
Identificador DC: http://oa.upm.es/46047/
Identificador OAI: oai:oa.upm.es:46047
Identificador DOI: x.doi.org/10.1155/2016/8738014
URL Oficial: https://www.hindawi.com/journals/mpe/2016/8738014/
Depositado por: Memoria Investigacion
Depositado el: 29 Ene 2018 15:29
Ultima Modificación: 29 Ene 2018 15:29
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