Automated synthesis by means of genetic programming of human-competitive designs employing reuse, hierarchies, modularities, development, and parameterized topologies

Created by W.Langdon from gp-bibliography.bib Revision:1.2715

@InProceedings{koza:2003:aaaiS,
  author =       "John R. Koza and Matthew J. Streeter and 
                 Martin A. Keane",
  title =        "Automated synthesis by means of genetic programming of
                 human-competitive designs employing reuse, hierarchies,
                 modularities, development, and parameterized
                 topologies",
  booktitle =    "Computational Synthesis: From Basic Building Blocks to
                 High Level Functionality: Papers from the 2003 AAAI
                 Spring Symposium",
  publisher =    "AAAI Press",
  year =         "2003",
  editor =       "Hod Lipson and Erik K. Antonsson and John R. Koza",
  series =       "AAAI technical report SS-03-02",
  pages =        "138--145",
  address =      "Stanford, California, USA",
  email =        "john@johnkoza.com",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-57735-179-7",
  URL =          "http://www.genetic-programming.com/jkpdf/aaai2003spring.pdf",
  URL =          "http://www.aaai.org/Press/Reports/Symposia/Spring/ss-03-02.html",
  size =         "8 pages",
  abstract =     "Genetic programming can be used as an automated
                 invention machine to create designs. Genetic
                 programming has automatically created designs that
                 infringe, improve upon, or duplicate the functionality
                 (in a novel way) of 16 previously patented inventions
                 involving circuits, controllers, and mathematical
                 algorithms. Genetic programming has also generated two
                 patentable new inventions for which patent applications
                 have been filed. Genetic programming has also generated
                 numerous other human-competitive results, including the
                 design of quantum computing circuits that are superior
                 to those designed by human designers. Genetic
                 programming has also designed antennae, networks of
                 chemical reactions (metabolic pathways), and genetic
                 networks. Genetic programming can automatically create
                 hierarchies, automatically identify and reuse
                 modularities, automatically determine program
                 architecture, and automatically create parameterised
                 topologies. When genetic programming is used to design
                 complex structures, it is often advantageous to use a
                 developmental process that enables syntactic validity
                 and locality to be preserved under crossover.",
}

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