Zittersteijn, Michiel; Vananti, Alessandro; Schildknecht, Thomas; Dolado-Perez, J.C.; Martinot, V. (2015). A Genetic Algorithm to associate optical measurements and estimate orbits of geocentric objects (Unpublished). In: Proceedings of 6th European Conference for Aeronautics and Space Sciences. Krakow, Poland.
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Cataloging geocentric objects can be put in the framework of Multiple Target Tracking (MTT). Current work tends to focus on the S = 2 MTT problem because of its favorable computational complexity of O(n²). The MTT problem becomes NP-hard for a dimension of S˃3. The challenge is to find an approximation to the solution within a reasonable computation time. To effciently approximate this solution a Genetic Algorithm is used. The algorithm is applied to a simulated test case. These results represent the first steps towards a method that can treat the S˃3 problem effciently and with minimal manual intervention.
Item Type: |
Conference or Workshop Item (Paper) |
|---|---|
Division/Institute: |
08 Faculty of Science > Institute of Astronomy |
UniBE Contributor: |
Zittersteijn, Michiel, Vananti, Alessandro, Schildknecht, Thomas |
Subjects: |
500 Science > 520 Astronomy |
Language: |
English |
Submitter: |
Alessandro Vananti |
Date Deposited: |
14 Dec 2015 17:02 |
Last Modified: |
05 Dec 2022 14:50 |
BORIS DOI: |
10.7892/boris.73951 |
URI: |
https://boris.unibe.ch/id/eprint/73951 |
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