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A multi-objective optimization with a delay-aware component for airport stand allocation

A multi-objective optimization with a delay-aware component for airport stand allocation

Samenvatting

Airport management is regularly challenged by the task of assigning flights to existing parking positions in the most efficient way while complying with existing policies, restrictions and capacity limitations. However, such process is frequently disrupted by various events, affecting punctuality of airline operations. This paper describes an innovative approach for obtaining an efficient stand assignment considering the stochastic nature of airport environment. Furthermore, the presented methodology combines benefits of Bayesian modelling and metaheuristics for generating solutions that are more robust to airport flight schedule perturbations. In addition, this paper illustrates that the application of the presented methodology combined with simulation provides a valuable tool for assessing the robustness of the developed stand assignment to flight delays.

OrganisatieHogeschool van Amsterdam
LectoraatLectoraat Aviation Engineering
Gepubliceerd inJournal of Air Transport Management Elsevier, Vol. 83, Pagina's: 1-11
Datum2020-03
TypeArtikel
ISSN0969-6997
DOI10.1016/j.jairtraman.2019.101757
TaalEngels

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