Human-competitive machine invention by means of genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  author =       "John R. Koza",
  title =        "Human-competitive machine invention by means of
                 genetic programming",
  journal =      "Artificial Intelligence for Engineering Design,
                 Analysis and Manufacturing",
  volume =       "22",
  number =       "3",
  year =         "2008",
  pages =        "185--193",
  DOI =          "doi:10.1017/S0890060408000127",
  bibsource =    "DBLP,",
  keywords =     "genetic algorithms, genetic programming, Automated
                 Design, Computer-Aided Design, Developmental Genetic
                 Programming, Human-Competitive Results",
  size =         "9 pages",
  abstract =     "Genetic programming is a systematic method for getting
                 computers to automatically solve problems. Genetic
                 programming uses the Darwinian principle of natural
                 selection and analogs of recombination (crossover),
                 mutation, gene duplication, gene deletion, and certain
                 mechanisms of developmental biology to progressively
                 breed, over a series of many generations, an improved
                 population of candidate solutions to a problem. This
                 paper makes the points that genetic programming now
                 routinely delivers human-competitive machine
                 intelligence for problems of automated design and can
                 serve as an automated invention machine.",
  notes =        "Twenty-eight previously patented inventions reinvented
                 by genetic programming",

Genetic Programming entries for John Koza