The Challenge of Producing Human-Competitive results by means of Genetic and Evolutionary Computation

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

@InCollection{koza:2004:FEC,
  title =        "The Challenge of Producing Human-Competitive results
                 by means of Genetic and Evolutionary Computation",
  author =       "John R. Koza and Matthew J. Streeter and 
                 Martin A. Keane",
  booktitle =    "Frontiers of Evolutionary Computation",
  editor =       "Anil Menon",
  series =       "Genetic Algorithms And Evolutionary Computation
                 Series",
  volume =       "11",
  chapter =      "9",
  publisher =    "Kluwer Academic Publishers",
  address =      "Boston, MA, USA",
  year =         "2004",
  pages =        "201--209",
  keywords =     "genetic algorithms, genetic programming,
                 human-competitive results",
  ISBN =         "1-4020-7524-3",
  DOI =          "doi:10.1007/1-4020-7782-3_9",
  abstract =     "Human-competitive results include those equivalent to
                 new scientific results published in peer-reviewed
                 scientific journals, solutions to long-standing or
                 indisputably difficult problems, patented inventions,
                 and results that tie or beat human contestants in
                 regulated competitions. We argue that the pursuit of
                 human competitive results is not only a worthy goal in
                 itself, but a useful compass for guiding the future
                 growth of the field. We say this for reasons of
                 utility, objectivity, complexity, and interminability.
                 We believe that the continuing generation of evermore
                 important human-competitive results relies on progress
                 in three areas of research: multiobjective
                 optimisation, parallel computing, and the development
                 and perfection of competent genetic and evolutionary
                 search methods. Addressing the characteristics of
                 human-competitive problems is one way to expand the
                 theoretical underpinnings of the field of genetic and
                 evolutionary computation.",
}

Genetic Programming entries for John Koza Matthew J Streeter Martin A Keane

Citations