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:1.3872

@InCollection{Koza:2006:GPTP,
  author =       "John Koza and Sameer H. Al-Sakran and Lee W. Jones",
  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",
  booktitle =    "Genetic Programming Theory and Practice {IV}",
  year =         "2006",
  editor =       "Rick L. Riolo and Terence Soule and Bill Worzel",
  volume =       "5",
  series =       "Genetic and Evolutionary Computation",
  pages =        "131--147",
  address =      "Ann Arbor",
  month =        "11-13 " # may,
  publisher =    "Springer",
  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",
  ISBN =         "0-387-33375-4",
  DOI =          "doi:10.1007/978-0-387-49650-4_9",
  size =         "18 pages",
  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.",
  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