Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits

Washington DC, June 29-July 01

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http://doi.ieeecomputersociety.org/10.1109/EH.2005.17

2005 NASA/DoD Conference on Evolvable ...

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	John R. Koza, Sameer H. Al-Sakran, Lee W. Jones, "Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits," Evolvable Hardware, NASA/DoD Conference on, pp. 205-214, 2005 NASA/DoD Conference on Evolvable Hardware (EH'05), 2005.

	BibTex	x
	@article{ 10.1109/EH.2005.17, author = {John R. Koza and Sameer H. Al-Sakran and Lee W. Jones}, title = {Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits}, journal ={Evolvable Hardware, NASA/DoD Conference on}, volume = {0}, year = {2005}, issn = {1550-6029}, pages = {205-214}, doi = {http://doi.ieeecomputersociety.org/10.1109/EH.2005.17}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Evolvable Hardware, NASA/DoD Conference on TI - Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits SN - 1550-6029 SP205 EP214 A1 - John R. Koza, A1 - Sameer H. Al-Sakran, A1 - Lee W. Jones, PY - 2005 KW - null VL - 0 JA - Evolvable Hardware, NASA/DoD Conference on ER -

John R. Koza, Stanford University

Sameer H. Al-Sakran, Genetic Programming Inc.

Lee W. Jones, Genetic Programming Inc.

Genetic programming has now been successfully used to automatically synthesize human-competitive designs in a number of fields, including analog electrical circuits, optical lens systems, antennas, controllers, mechanical systems, and quantum computing circuits. Despite considerable variation in representation and technique, the above results share a number of common features. This paper identifies five common features and suggests possible explanations and interpretations for them. Some of these cross-domain observations clearly could not have been anticipated prior to the work being done.

Citation:

John R. Koza, Sameer H. Al-Sakran, Lee W. Jones, "Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits," eh, pp.205-214, 2005 NASA/DoD Conference on Evolvable Hardware (EH'05), 2005

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