Support to Design for Air Traffic Management : An Approach with Agent-Based Modelling and Evolutionary Search
Gigante, Gabriella (Centro Italiano Ricerche Aerospaziali)
Palumbo, Roberto (Centro Italiano Ricerche Aerospaziali)
Pascarella, Domenico (Centro Italiano Ricerche Aerospaziali)
Pellegrini, Alessandro (Università degli Studi di Roma "La Sapienza")
Duca, Gabriella (ISSNOVA (Institute for Sustainable Society and Innovation))
Piera, Miquel Àngel (Department of Telecommunications and Systems Engineering. Aslogic S.L.. Catalan Institute for Space Studies)
Ramos González, Juan José (Institut d'Estudis Espacials de Catalunya)

Data:	2021
Descripció:	21 pàg.
Resum:	This paper presents a methodology to manage the support to design in ATM operations. We propose a workflow for the design of ATM solutions in a performance-based setting. The methodology includes the evaluation of the impact on human behaviour and exploits a combination of different paradigms, such as Agent-Based Modelling and Simulation, and Agent-Based Evolutionary Search. We prove the soundness of the methodology by carrying out a real case study, which is the transition from Direct Routing to Free Routing in the Italian airspace. The validation results exhibit limited errors for the assessment of the performance metrics under evaluation. Furthermore, the optimization of sector collapsing/decollapsing configuration is discussed to demonstrate the effectiveness of the implemented engines.
Drets:	Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
Llengua:	Anglès
Document:	Article ; recerca ; Versió publicada
Publicat a:	International Journal of Aviation, Aeronautics, and Aerospace, Vol. 8 Núm. 1 (2021) , p. 1-21, ISSN 2374-6793

DOI: 10.15394/ijaaa.2021.1561

23 p, 1.1 MB

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