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Erschienen in:
1996 | ReviewPaper | Buchkapitel
Evolutionary Air Traffic Flow Management for large 3D-problems
verfasst von : C. H. M. van Kemenade, J. M. van den Akker, J. N. Kok
Erschienen in: Parallel Problem Solving from Nature — PPSN IV
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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We present an evolutionary tool to solve free-route Air Traffic Flow Management problems within a three-dimensional air space [4]. This is the first evolutionary tool which solves free-route planning problems involving a few hundred aircraft. We observe that the importance of the recombination operator increases as we scale to larger problem instances. The evolutionary algorithm is based on a variant of the elitist recombination algorithm. We show a theoretical analysis of the problem, and present the results of experiments.