Genetic Programming as a Darwinian Invention Machine

Created by W.Langdon from gp-bibliography.bib Revision:1.2715

@InProceedings{koza:1999:GPdim,
  author =       "John R. Koza and Forrest H {Bennett III} and 
                 Oscar Stiffelman",
  title =        "Genetic Programming as a {Darwinian} Invention
                 Machine",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'99",
  year =         "1999",
  editor =       "Riccardo Poli and Peter Nordin and 
                 William B. Langdon and Terence C. Fogarty",
  volume =       "1598",
  series =       "LNCS",
  pages =        "93--108",
  address =      "Goteborg, Sweden",
  publisher_address = "Berlin",
  month =        "26-27 " # may,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-65899-8",
  URL =          "http://www.genetic-programming.com/jkpdf/eurogp1999.pdf",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=1598&spage=93",
  doi =          "doi:10.1007/3-540-48885-5_8",
  abstract =     "Genetic programming is known to be capable of creating
                 designs that satisfy prespecified high-level design
                 requirements for analog electrical circuits and other
                 complex structures. However, in the real world, it is
                 often important that a design satisfy various
                 non-technical requirements. One such requirement is
                 that a design not possess the key characteristics of
                 any previously known design. This paper shows that
                 genetic programming can be used to generate novel
                 solutions to a design problem so that genetic
                 programming may be potentially used as an invention
                 machine. This paper turns the clock back to the period
                 just before the time (1917) when George Campbell of
                 American Telephone and Telegraph invented and patented
                 the design for an electrical circuit that is now known
                 as the ladder filter. Genetic programming is used to
                 reinvent the Campbell filter. The paper then turns the
                 clock back to the period just before the time (1928)
                 when Wilhelm Cauer invented and patented the elliptic
                 filter. Genetic programming is then used to reinvent a
                 technically equivalent filter that avoids the key
                 characteristics of then-preexisting Campbell filter.
                 Genetic programming can be used as an invention machine
                 by employing a two-part fitness measure that
                 incorporates both the degree to which an individual in
                 the population satisfies the given technical
                 requirements and the degree to which the individual
                 does not possess the key characteristics of preexisting
                 technology.",
  notes =        "EuroGP'99, part of \cite{poli:1999:GP}

                 Evolving novel (patentable) circuits. Add fitness
                 penalty for being like existing circuits.

                 Ghostview barfs with EUROGP99.ps 27/11/99",
}

Genetic Programming entries for John Koza Forrest Bennett Oscar Stiffelman