Insufficiency Of Piecewise Evolution

Long Beach, Cailfornia July 12-July 14

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http://doi.ieeecomputersociety.org/10.1109/EH.2001.937965

The Third NASA/DoD Workshop on Evolva ...

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	ASCII Text	x
	S. Kazadi, Y. Qi, I. Park, N. Huang, P. Hwu, B. Kwan, W. Lue, H. Li, "Insufficiency Of Piecewise Evolution," Evolvable Hardware, NASA/DoD Conference on, pp. 0223, The Third NASA/DoD Workshop on Evolvable Hardware, 2001.

	BibTex	x
	@article{ 10.1109/EH.2001.937965, author = {S. Kazadi and Y. Qi and I. Park and N. Huang and P. Hwu and B. Kwan and W. Lue and H. Li}, title = {Insufficiency Of Piecewise Evolution}, journal ={Evolvable Hardware, NASA/DoD Conference on}, volume = {0}, year = {2001}, isbn = {0-7695-1180-5}, pages = {0223}, doi = {http://doi.ieeecomputersociety.org/10.1109/EH.2001.937965}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Evolvable Hardware, NASA/DoD Conference on TI - Insufficiency Of Piecewise Evolution SN - 0-7695-1180-5 SP EP A1 - S. Kazadi, A1 - Y. Qi, A1 - I. Park, A1 - N. Huang, A1 - P. Hwu, A1 - B. Kwan, A1 - W. Lue, A1 - H. Li, PY - 2001 VL - 0 JA - Evolvable Hardware, NASA/DoD Conference on ER -

S. Kazadi

Y. Qi

I. Park

N. Huang

P. Hwu

B. Kwan

W. Lue

H. Li

Abstract: We describe an evolutionary design paradigm called piecewise evolution. This evolutionary design paradigm allows the gradual evolution of a piece of hardware using discrete functional stages. The paradigm removes designs from a population of designs which effectively lose functionality already discovered. Significant improvements in the evolution time of simple one-bit adders are reported. However, evolution of more complex devices does not seem to share the improvements in evolutionary speed of simple devices. These results are discussed in the context of epistasis and deceptiveness.

Citation:

S. Kazadi, Y. Qi, I. Park, N. Huang, P. Hwu, B. Kwan, W. Lue, H. Li, "Insufficiency Of Piecewise Evolution," eh, pp.0223, The Third NASA/DoD Workshop on Evolvable Hardware, 2001

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