Dachwald, Bernd und Ohndorf, Andreas (2007) 1st ACT global trajectory optimisation competition: Results found at DLR. Acta Astronautica, 61 (9), Seiten 742-752. doi: 10.1016/j.actaastro.2007.03.011.
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Kurzfassung
This paper describes the DLR team solution method and results for ESA's 1st ACT Global Trajectory Optimisation Competition problem. The other articles in this volume demonstrate that the design and the optimisation of low-thrust trajectories is usually a very difficult task that involves much experience and expert knowledge. We have used evolutionary neurocontrol - a method that fuses artificial neural networks and evolutionary algorithms - to find a solution for the given low-thrust trajectory optimisation problem. This method requires less experience/knowledge in astrodynamics and in optimal control theory than the traditional methods. In this paper, the implementation of evolutionary neurocontrol is outlined and its performance for the given problem is shown.
elib-URL des Eintrags: | https://elib.dlr.de/51436/ | ||||||||||||
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Dokumentart: | Zeitschriftenbeitrag | ||||||||||||
Titel: | 1st ACT global trajectory optimisation competition: Results found at DLR | ||||||||||||
Autoren: |
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Datum: | 2007 | ||||||||||||
Erschienen in: | Acta Astronautica | ||||||||||||
Referierte Publikation: | Ja | ||||||||||||
Open Access: | Nein | ||||||||||||
Gold Open Access: | Nein | ||||||||||||
In SCOPUS: | Nein | ||||||||||||
In ISI Web of Science: | Ja | ||||||||||||
Band: | 61 | ||||||||||||
DOI: | 10.1016/j.actaastro.2007.03.011 | ||||||||||||
Seitenbereich: | Seiten 742-752 | ||||||||||||
Status: | veröffentlicht | ||||||||||||
Stichwörter: | Evolutionary Neurocontrol, Global Trajectory Optimization, Low-Thrust Propulsion, Kinetic Impact, Asteroid Deflection | ||||||||||||
HGF - Forschungsbereich: | Verkehr und Weltraum (alt) | ||||||||||||
HGF - Programm: | Weltraum (alt) | ||||||||||||
HGF - Programmthema: | W - keine Zuordnung | ||||||||||||
DLR - Schwerpunkt: | Weltraum | ||||||||||||
DLR - Forschungsgebiet: | W - keine Zuordnung | ||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | W - keine Zuordnung (alt) | ||||||||||||
Standort: | Oberpfaffenhofen | ||||||||||||
Institute & Einrichtungen: | Raumflugbetrieb und Astronautentraining > GSOC-Deutsches Raumfahrtkontrollzentrum | ||||||||||||
Hinterlegt von: | Dachwald, Dr.-Ing. Bernd | ||||||||||||
Hinterlegt am: | 26 Sep 2007 | ||||||||||||
Letzte Änderung: | 27 Apr 2009 14:23 |
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