Exploitation of Self Organization in UAV Swarms for Optimization in Combat Environments
Dustin J Nowak
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Exploitation of Self Organization in UAV Swarms for Optimization in Combat Environments

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This investigation focuses primarily on the development of effective target engagement for unmanned aerial vehicle (UAV) swarms using autonomous selforganized cooperative control. This development required the design of a new abstract UAV swarm control model which flows from an abstract Markov structure, a Partially Observable Markov Decision Process. Self-organization features, bio-inspired attack concepts, evolutionary computation (multi-objective genetic algorithms, differential evolution), and feedback from environmental awareness are instantiated within this model. The associated decompos...