New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits

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	Similar Articles Articles by Martin Trefzer Articles by J? Langeheine Articles by Johannes Schemmel Articles by Karlheinz Meier

2004 NASA/DoD Conference on Evolvable Hardware (EH'04)

Seattle, Washington, USA

June 24-June 26

ISBN: 0-7695-2145-2

	ASCII Text	x
	Martin Trefzer, J? Langeheine, Johannes Schemmel, Karlheinz Meier, "New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits," Evolvable Hardware, NASA/DoD Conference on, pp. 217, 2004 NASA/DoD Conference on Evolvable Hardware (EH'04), 2004.

	BibTex	x
	@article{ 10.1109/EH.2004.1310833, author = {Martin Trefzer and J? Langeheine and Johannes Schemmel and Karlheinz Meier}, title = {New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits}, journal ={Evolvable Hardware, NASA/DoD Conference on}, volume = {0}, year = {2004}, isbn = {0-7695-2145-2}, pages = {217}, doi = {http://doi.ieeecomputersociety.org/10.1109/EH.2004.1310833}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Evolvable Hardware, NASA/DoD Conference on TI - New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits SN - 0-7695-2145-2 SP EP A1 - Martin Trefzer, A1 - J? Langeheine, A1 - Johannes Schemmel, A1 - Karlheinz Meier, PY - 2004 KW - null VL - 0 JA - Evolvable Hardware, NASA/DoD Conference on ER -

Martin Trefzer, University of Heidelberg, Germany

J? Langeheine, University of Heidelberg, Germany

Johannes Schemmel, University of Heidelberg, Germany

Karlheinz Meier, University of Heidelberg, Germany

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/EH.2004.1310833

In this paper new genetic operators are introduced that inherently avoid floating terminals and broken routes while evolving transistor circuits on a CMOS field programmable transistor array (FPTA). They are designed to facilitate understanding and improve transferability of the resulting circuits. Comparators and logic gates (AND, OR, XOR) have been evolved with the proposed algorithm and the results are compared to corresponding experiments that use a straight forward implementation of the genetic operators. Furthermore, netlists are extracted from the evolved circuits and simulated with a SPICE simulator. The simulation results are compared with measurements performed on the chip.

Citation:

Martin Trefzer, J? Langeheine, Johannes Schemmel, Karlheinz Meier, "New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits," eh, pp.217, 2004 NASA/DoD Conference on Evolvable Hardware (EH'04), 2004

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