On-line evolutionary algorithm guidance for multiple missiles against multiple targets
Date published
2004-06-18
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Authors
Supervisor/s
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Department
Type
Article
ISSN
1474-6670
Format
Citation
Evan J. Hughes and Brian A. White. On-line evolutionary algorithm guidance for multiple missiles against multiple targets. IFAC Proceedings Volumes, Volume 37, Issue 6, June 2004, Pages 1091-1096
Abstract
This paper details the application of a Cooperative Coevolution On-Line Evolutionary Algorithm (CCOLEA) to the guidance of a swarm of multiple missiles, against multiple targets. The CCOLEA trades the spatial distribution of missiles at impact, against the cost of re-aiming the missiles' seekers onto their final targets. A parallel approach is used where each missile optimises its own performance, based on limited information from the other missiles. The decision making processis thus distributed between the missiles giving distributed coordination.
Description
Software Description
Software Language
Github
Keywords
Data Fusion, Genetic Algorithms, Guidance Systems, Missiles, Multi-objective Optimisation
DOI
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International