2005 NASA/DoD Conference on Evolvable Hardware (EH'05) Development Brings Scalability to Hardware Evolution Washington DC, June 29-July 01 ISBN: 0-7695-2399-4
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/EH.2005.18
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 and phenotype on biological development. Although development has been shown to improve scalability for a few toy problems, it has not been demonstrated for any circuit design problems. This paper presents such a demonstration for two problems, the n-bit adder with carry and even n-bit parity problems, and shows that development imposes, and benefits from, fewer constraints on evolutionary innovation than other approaches to scalability.
Citation:
Timothy G.W. Gordon, Peter J. Bentley, "Development Brings Scalability to Hardware Evolution," eh, pp.272-279, 2005 NASA/DoD Conference on Evolvable Hardware (EH'05), 2005 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||