Air Traffic Simulation and Modelling: Evolving Complex Scenario for Evaluating Advanced Air Traffic Management Concepts - Softcover

Alam, Sameer

Softcover

ISBN 10: 3639022556 ISBN 13: 9783639022551

Verlag: VDM Verlag Dr. Müller, 2009

Inhaltsangabe

Evaluation of advanced Air Traffic Management
concepts is a challenging task due to the
limitations in the existing scenario generation
methodologies. Their rigorous evaluation on safety
metrics, in a variety of complex scenarios, can
provide an insight into their performance, which can
help improve upon them while developing new ones.
In this work, I propose an air traffic simulation
system, with a novel representation of airspace,
which can prototype advanced ATM concepts. I then
propose a novel evolutionary computation methodology
to algorithmically generate conflict scenarios of
increasing complexity in order to evaluate conflict
detection algorithms.
I illustrate the methodology by quantitative
evaluation of three conflict detection algorithms on
safety metrics. I then propose the use of data
mining techniques for the discovery of interesting
relationships, that may exist implicitly, in the
algorithm''s performance data.
This relationships are formed as a predictive model
for algorithm''s vulnerability which can then be
included in an ensemble that can
minimize the overall vulnerability of the system.

Details zur Ausgabe

• Verlag: VDM Verlag Dr. Müller
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 3639022556
• ISBN 13: 9783639022551
• Einband: Taschenbuch
• Anzahl der Seiten: 288
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Buchpark GmbH; gpsr@buchpark.de; ; Krügerweg 1; Trebbin; Brandenburg; 14959; Deutschland