%0 Book Section %1 Koza:2006:GPTP %A Koza, John %A Al-Sakran, Sameer H. %A Jones, Lee W. %B Genetic Programming Theory and Practice IV %C Ann Arbor %D 2006 %E Riolo, Rick L. %E Soule, Terence %E Worzel, Bill %I Springer %K NODE, NODE_INCREASED_SCOPE, PID, QGAME, SPICE, algorithms, amplifiers, analog, analogue antenna, antennas, automate, automated automated, automatic, circuit, circuits, computing control, controller, controllers, design, development, developmental developmental, filter, genetic hardware, human-competitive human-competitive, invention, lens lens, lenses, mechanical mechanical, native, of optic, optical optical, optics, patent, patented previously process, programming, quantum quantum, qubit, reasonableness, replication representation, result, simulatable, simulate, simulation, simulator, structure, system, systems, topology, transistor, turtle, unsimulatable %P - %T Multi-Domain Observations Concerning Automatic Synthesis of Human-Competitive Designs Using Genetic Programming for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits %V 5 %X This paper reviews the recent use of genetic programming to automatically synthesise human-competitive designs of complex structures in six engineering domains, namely analogue electrical circuits, optical lens systems, controllers, antennas, mechanical systems, and quantum computing circuits. First, the paper identifies common features observed in the human-competitive results produced by genetic programming in the six domains and suggests possible explanations for the observed similarities. Second, the paper identifies the characteristics that make a particular domain amenable to the application of genetic programming for the automatic synthesis of designs. Third, the paper discusses certain domain-specific adjustments in technique that may increase the efficiency of the automated process in a particular domain. Fourth, the paper discusses several technique issues that have arisen in more than one domain. %& 4 %@ 0-387-33375-4

@incollection{Koza:2006:GPTP, abstract = {This paper reviews the recent use of genetic programming to automatically synthesise human-competitive designs of complex structures in six engineering domains, namely analogue electrical circuits, optical lens systems, controllers, antennas, mechanical systems, and quantum computing circuits. First, the paper identifies common features observed in the human-competitive results produced by genetic programming in the six domains and suggests possible explanations for the observed similarities. Second, the paper identifies the characteristics that make a particular domain amenable to the application of genetic programming for the automatic synthesis of designs. Third, the paper discusses certain domain-specific adjustments in technique that may increase the efficiency of the automated process in a particular domain. Fourth, the paper discusses several technique issues that have arisen in more than one domain.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Ann Arbor}, author = {Koza, John and Al-Sakran, Sameer H. and Jones, Lee W.}, biburl = {https://www.bibsonomy.org/bibtex/223e54544a91c3fc7f5b49b1a69cbbb9a/brazovayeye}, booktitle = {Genetic Programming Theory and Practice {IV}}, chapter = 4, editor = {Riolo, Rick L. and Soule, Terence and Worzel, Bill}, interhash = {0ef01adee56d83e3fc9e84837b94a907}, intrahash = {23e54544a91c3fc7f5b49b1a69cbbb9a}, isbn = {0-387-33375-4}, keywords = {NODE, NODE_INCREASED_SCOPE, PID, QGAME, SPICE, algorithms, amplifiers, analog, analogue antenna, antennas, automate, automated automated, automatic, circuit, circuits, computing control, controller, controllers, design, development, developmental developmental, filter, genetic hardware, human-competitive human-competitive, invention, lens lens, lenses, mechanical mechanical, native, of optic, optical optical, optics, patent, patented previously process, programming, quantum quantum, qubit, reasonableness, replication representation, result, simulatable, simulate, simulation, simulator, structure, system, systems, topology, transistor, turtle, unsimulatable}, month = {11-13 May}, notes = {part of \cite{Riolo:2006:GPTP} Published Jan 2007 after the workshop}, pages = {-}, publisher = {Springer}, series = {Genetic and Evolutionary Computation}, size = {18 pages}, timestamp = {2008-06-19T17:44:18.000+0200}, title = {Multi-Domain Observations Concerning Automatic Synthesis of Human-Competitive Designs Using Genetic Programming for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits}, volume = 5, year = 2006 }