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
Created by W.Langdon from
gp-bibliography.bib Revision:1.8051
- @InCollection{Koza:2006:GPTP,
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author = "John Koza and Sameer H. Al-Sakran and Lee W. Jones",
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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",
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booktitle = "Genetic Programming Theory and Practice {IV}",
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year = "2006",
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editor = "Rick L. Riolo and Terence Soule and Bill Worzel",
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volume = "5",
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series = "Genetic and Evolutionary Computation",
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pages = "131--147",
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address = "Ann Arbor",
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month = "11-13 " # may,
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming, automated
design, analogue circuits, controllers, optical lens
systems, antennas, mechanical system, quantum computing
circuits, developmental process, replication of
previously patented invention, human-competitive
result, NODE, NODE_INCREASED_SCOPE, PID, QGAME, SPICE,
amplifiers, analog, antenna, automated, automatic,
automate, circuit, control, controller, design,
development, developmental, filter, hardware,
human-competitive, lens, lenses, mechanical, native,
optic, optical, optics, patent, quantum, qubit,
reasonableness, representation, simulatable, simulate,
simulation, simulator, structure, topology, transistor,
turtle, unsimulatable",
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ISBN = "0-387-33375-4",
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DOI = "doi:10.1007/978-0-387-49650-4_9",
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size = "18 pages",
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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.",
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notes = "part of \cite{Riolo:2006:GPTP} Published Jan 2007
after the workshop",
- }
Genetic Programming entries for
John Koza
Sameer H Al-Sakran
Lee W Jones
Citations