Automated ab initio synthesis of complete designs of four patented optical lens systems by means of genetic programming

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

@Article{DBLP:journals/aiedam/KozaAJ08,
  author =       "John R. Koza and Sameer H. Al-Sakran and 
                 Lee W. Jones",
  title =        "Automated ab initio synthesis of complete designs of
                 four patented optical lens systems by means of genetic
                 programming",
  journal =      "Artificial Intelligence for Engineering Design,
                 Analysis and Manufacturing",
  volume =       "22",
  number =       "3",
  year =         "2008",
  pages =        "249--273",
  DOI =          "doi:10.1017/S0890060408000176",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  keywords =     "genetic algorithms, genetic programming, Automated
                 Design, Computer-Aided Design, Developmental Genetic
                 Programming, Human-Competitive Results, Optical Lens
                 Systems",
  size =         "25 pages",
  abstract =     "This paper describes how genetic programming has been
                 used as an invention machine to automatically
                 synthesize complete designs for four optical lens
                 systems that duplicated the functionality of previously
                 patented lens systems. The automatic synthesis of the
                 complete design is done ab initio, that is, without
                 starting from a preexisting good design and without
                 prespecifying the number of lenses, the topological
                 arrangement of the lenses, or the numerical or
                 nonnumerical parameters associated with any lens. One
                 of the genetically evolved lens systems infringed a
                 previously issued patent, whereas the others were
                 noninfringing novel designs that duplicated (or
                 improved upon) the performance specifications contained
                 in the patents. One of the patents was issued in the
                 21st century. The designs were created in a
                 substantially similar and routine way, suggesting that
                 the approach described in the paper can be readily
                 applied to other similar problems in the field of
                 optical design. The genetically evolved designs are
                 instances of human-competitive results produced by
                 genetic programming in the field of optical design.",
  notes =        "Moore's law and GP, eg by 2035",
}

Genetic Programming entries for John Koza Sameer H Al-Sakran Lee W Jones

Citations