From Artificial Evolution to Computational Evolution: A Research Agenda

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@Article{Banzhaf:2006:NRG,
  author =       "Wolfgang Banzhaf and Guillaume Beslon and 
                 Steffen Christensen and James Foster and Francois Kepes and 
                 Virginie Lefort and Julian Miller and 
                 Miroslav Radman and Jeremy J. Ramsden",
  title =        "From Artificial Evolution to Computational Evolution:
                 A Research Agenda",
  journal =      "Nature Reviews Genetics",
  year =         "2006",
  volume =       "7",
  number =       "9",
  pages =        "729--735",
  month =        sep,
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "1471-0056",
  DOI =          "doi:10.1038/nrg1921",
  size =         "7 pages",
  abstract =     "Computational scientists have developed algorithms
                 inspired by natural evolution for at least 50 years.
                 These algorithms solve optimisation and design problems
                 by building solutions that are 'more fit' relative to
                 desired properties. However, the basic assumptions of
                 this approach are outdated. We propose a research
                 programme to develop a new field: computational
                 evolution. This approach will produce algorithms that
                 are based on current understanding of molecular and
                 evolutionary biology and could solve previously
                 unimaginable or intractable computational and
                 biological problems.",
  notes =        "We thank the people at Genopole Recherche, Evry,
                 France, for generously sponsoring the meeting that
                 initiated this paper.",
}

Genetic Programming entries for Wolfgang Banzhaf Guillaume Beslon Steffen Christensen James A Foster Francois Kepes Virginie Lefort Julian F Miller Miroslav Radman Jeremy J Ramsden

Citations