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2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
The Robustness of Small Developped SBlock Circuits Using Different Clocking Schemes
Alexandria, Virginia
July 15-July 18
ISBN: 0-7695-1718-8
Piet van Remortel, Vrije Universiteit Brussel
Tom Lenaerts, Vrije Universiteit Brussel
Bernard Manderick, Vrije Universiteit Brussel
Biological development is a stunning mechanism that allows robust generation of complex structures from a linear building plan. This makes it an interesting source of inspiration for solving problems where direct manipulation of a higher-order structurei s hard, and the generative building plan can be used as a substitute for indirect manipulation of the unfolded structure. We investigate the possibility of adopting a nondeterministic developmental mapping in the evolution of electronic circuits, which demands that phenotypes be functionally stable despite limited structural change. We study the functional robustness of small SBlock circuits under different amounts and types of 'developmental' noise, using different clocking schemes. We report an exponential decrease in robustness with increasing noise. We provide experimental results that show that noise injected later on the developmental timescale shows less harmful then 'early' noise. This effect becomes more significant as the total amount of noise increases. The realtive ranking of the effects of different types of noise seems not affected by the clocking scheme.
Citation:
Piet van Remortel, Tom Lenaerts, Bernard Manderick, "The Robustness of Small Developped SBlock Circuits Using Different Clocking Schemes," eh, pp.26, 2002 NASA/DoD Conference on Evolvable Hardware (EH'02), 2002
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