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2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Coevolution of Form and Function in the Design of Micro Air Vehicles
Alexandria, Virginia
July 15-July 18
ISBN: 0-7695-1718-8
Magdalena D. Bugajska, Naval Research Laboratory
Alan C. Schultz, Naval Research Laboratory
This paper discusses approaches to cooperative coevolution of form and function for autonomous vehicles, specifically evolving morphology and control for an autonomous micro air vehicle (MAV). The evolution of a sensor suite with minimal size, weight, and power requirements, and reactive strategies for collision-free navigation for the simulated MAV is described. Results are presented for several different coevolutionary approaches to evolution of form and function (single- and multiple-species models) and for two different control architectures (a rulebase controller based on the SAMUEL learning system and a neural network controller implemented and evolved using ECkit).
Citation:
Magdalena D. Bugajska, Alan C. Schultz, "Coevolution of Form and Function in the Design of Micro Air Vehicles," eh, pp.154, 2002 NASA/DoD Conference on Evolvable Hardware (EH'02), 2002
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