Pre-tactical optimization of runway utilization under uncertainty

Journal article
(Online publication)


Publication Details

Author(s): Kapolke M, Fürstenau N, Heidt A, Liers F, Mittendorf M, Weiß C
Journal: Journal of Air Transport Management
Publisher: Elsevier
Publication year: 2016
ISSN: 0969-6997


Abstract


Efficient planning of runway utilization is one of the main challenges in Air Traffic Management (ATM). It is important because runway is the combining element between airside and groundside. Furthermore, it is a bottleneck in many cases. In this paper, we develop a specific optimization approach for the pre-tactical planning phase that reduces complexity by omitting unnecessary information. Instead of determining arrival/departure times to the minute in this phase yet, we assign several aircraft to the same time window of a given size. The exact orders within those time windows can be decided later in tactical planning. Mathematically, we solve a generalized assignment problem on a bipartite graph. To know how many aircraft can be assigned to one time window, we consider separation requirements for consecutive aircraft types. In reality, however, uncertainty and inaccuracy almost always lead to deviations from the actual plan or schedule. Thus, we present approaches to incorporate uncertainty directly in our model in order to achieve a stabilization with respect to changes in the data. Namely, we use techniques from robust optimization and stochastic optimization. Further, we analyze real-world data from a large German airport to obtain realistic delay distributions, which turn out to be two-parametric Γ-distributions. Finally, we describe a simulation environment to test our new solution methods.



FAU Authors / FAU Editors

Heidt, Andreas
Economics - Discrete Optimization - Mathematics (EDOM)
Kapolke, Manu
Economics - Discrete Optimization - Mathematics (EDOM)
Liers-Bergmann, Frauke Prof. Dr.
Professur für Angewandte Mathematik (Ganzzahlige und robuste Optimierung)


Additional Organisation
Economics - Discrete Optimization - Mathematics (EDOM)


External institutions with authors

Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR)


How to cite

APA:
Kapolke, M., Fürstenau, N., Heidt, A., Liers, F., Mittendorf, M., & Weiß, C. (2016). Pre-tactical optimization of runway utilization under uncertainty. Journal of Air Transport Management. https://dx.doi.org/10.1016/j.jairtraman.2016.02.004

MLA:
Kapolke, Manu, et al. "Pre-tactical optimization of runway utilization under uncertainty." Journal of Air Transport Management (2016).

BibTeX: 

Last updated on 2018-26-07 at 20:10