Human-Competitive Machine Intelligence by Means of Genetic Algorithms

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "John R. Koza",
  title =        "Human-Competitive Machine Intelligence by Means of
                 Genetic Algorithms",
  booktitle =    "Festschrift in honor of John H. Holland",
  year =         "1999",
  editor =       "Lashon Booker and Stephanie Forrest and 
                 Melanie Mitchell and Rick Riolo",
  pages =        "15--22",
  address =      "Ann Arbor, MI: Center for the Study of Complex
  month =        may # " 15 - 18",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "",
  URL =          "",
  abstract =     "This paper demonstrates the correctness of John
                 Holland's expectation that the genetic algorithm would
                 have 'applications to ... artificial intelligence' by
                 showing examples of the automatic creation of
                 human-competitive computer programs from a high-level
                 statement of a problem's requirements. The paper argues
                 that the field of design is a useful testbed for
                 determining whether an automated technique can produce
                 results that are competitive with human-produced
                 results and then presents several results that are
                 competitive with the products of human creativity and
  notes =        "see also \cite{koza:2000:IS}",

Genetic Programming entries for John Koza