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» Hardware Solutions for Evolutionary Robotics
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CEC
2009
IEEE
14 years 3 months ago
What is situated evolution?
—In this paper we discuss the notion of situated evolution. Our treatment includes positioning situated evolution on the map of evolutionary processes in terms of time- and space...
Martijn C. Schut, Evert Haasdijk, A. E. Eiben
GECCO
2010
Springer
148views Optimization» more  GECCO 2010»
14 years 1 months ago
Guarding against premature convergence while accelerating evolutionary search
The fundamental dichotomy in evolutionary algorithms is that between exploration and exploitation. Recently, several algorithms [8, 9, 14, 16, 17, 20] have been introduced that gu...
Josh C. Bongard, Gregory S. Hornby
EH
2005
IEEE
119views Hardware» more  EH 2005»
14 years 2 months ago
Evolutionary Computation Technologies for the Automated Design of Space Systems
The Evolvable Computation Group, at NASA’s Jet Propulsion Laboratory, is tasked with demonstrating the utility of computational engineering and computer optimized design for com...
Richard Terrile, Hrand Aghazarian, Michael I. Ferg...
NICSO
2010
Springer
14 years 3 months ago
A Metabolic Subsumption Architecture for Cooperative Control of the e-Puck
Subsumption architectures are a well-known model for behaviour-based robotic control. The overall behaviour is achieved by defining a hierarchy of increasingly sophisticated behav...
Verena Fischer, Simon J. Hickinbotham
EH
2005
IEEE
112views Hardware» more  EH 2005»
14 years 2 months ago
Development Brings Scalability to Hardware Evolution
The scalability problem is a major impediment to the use of hardware evolution for real-world circuit design problems. A potential solution is to model the map between genotype an...
Timothy G. W. Gordon, Peter J. Bentley