On-line evolutionary algorithm guidance for multiple missiles against multiple targets

Date

2004-06-18

Supervisor/s

Journal Title

Journal ISSN

Volume Title

Publisher

Elsevier

Department

Type

Article

ISSN

1474-6670

Format

Free to read from

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

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Relationships

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