Air Traffic Simulation and Modelling (Paperback)

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.

General

Imprint:	VDM Verlag
Country of origin:	Germany
Release date:	March 2009
First published:	March 2009
Authors:	Sameer Alam
Dimensions:	229 x 152 x 17mm (L x W x T)
Format:	Paperback - Trade
Pages:	288
ISBN-13:	978-3-639-02255-1
Categories:	Books Promotions
LSN:	3-639-02255-6
Barcode:	9783639022551

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