Human-Competitive Evolvable Hardware Created by Means of Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4340

  author =       "John R. Koza and Martin A. Keane and 
                 Matthew J. Streeter and Sameer H. Al-Sakran and Lee W. Jones",
  title =        "Human-Competitive Evolvable Hardware Created by Means
                 of Genetic Programming",
  booktitle =    "Evolvable Hardware",
  publisher =    "Springer",
  year =         "2006",
  editor =       "Tetsuya Higuchi and Yong Liu and Xin Yao",
  number =       "VIII?",
  series =       "Genetic and Evolutionary Computation",
  chapter =      "10",
  pages =        "173--197",
  month =        aug,
  keywords =     "genetic algorithms, genetic programming, evolvable
                 hardware, analog electrical circuits, automated design,
                 developmental process, reinvention of previously
                 patented entity, human-competitive result",
  ISBN =         "0-387-24386-0",
  DOI =          "doi:10.1007/0-387-31238-2_10",
  abstract =     "Genetic programming is a systematic method for getting
                 computers to automatically solve problems. Genetic
                 programming is an extension of the idea of the genetic
                 algorithm into the arena of computer programs. 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. Many
                 human-competitive results have been produced using the
                 genetic programming technique, including the automated
                 reinvention of previously patented inventions. This
                 chapter concentrates on the automatic synthesis of six
                 21st century patented analog electrical circuits by
                 means of genetic programming. The automatic synthesis
                 of analog circuits is done from scratch, that is,
                 without starting from a preexisting good design and
                 without prespecifying the circuit's topology or number
                 or sizing of components. This chapter also briefly
                 summarises some examples of the automatic synthesis of
                 other types of complex structures by means of genetic
  notes =        "",

Genetic Programming entries for John Koza Martin A Keane Matthew J Streeter Sameer H Al-Sakran Lee W Jones