Automatic synthesis of both the topology and numerical parameters for complex structures using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InCollection{Koza:2002:EDS,
  author =       "John R. Koza",
  title =        "Automatic synthesis of both the topology and numerical
                 parameters for complex structures using genetic
                 programming",
  booktitle =    "Engineering Design Synthesis",
  publisher =    "Springer",
  year =         "2002",
  editor =       "Amaresh Chakrabarti",
  pages =        "319--337",
  email =        "john@johnkoza.com",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.genetic-programming.com/jkpdf/eds2003chapter.pdf",
  size =         "19 pages",
  abstract =     "This chapter demonstrates that genetic programming can
                 automatically create complex structures from a
                 high-level statement of the structure's purpose. The
                 chapter presents results produced by genetic
                 programming that are from problem areas where there is
                 no known general mathematical technique for
                 automatically creating a satisfactory structure. The
                 results include automatically synthesising (designing)
                 both the topology (graphical arrangement of components)
                 and sizing (component values) for two illustrative
                 analog electrical circuits and automatically
                 synthesizing both the topology and tuning (component
                 values) for a controller. Genetic programming not only
                 succeeds in producing the required structure, but the
                 structure is competitive with that produced by creative
                 human designers. The claim that genetic programming has
                 produced human-competitive results is supported by the
                 fact that the automatically created results infringe on
                 previously issued patents, improve on previously
                 patented inventions, or duplicate the functionality of
                 previously patented inventions.",
}

Genetic Programming entries for John Koza

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