Automated Synthesis by Means of Genetic Programming of Complex Structures Incorporating Reuse, Hierarchies, Development, and Parameterized Toplogies

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

@InCollection{koza:2003:GPTP,
  author =       "John R. Koza and Matthew J. Streeter and 
                 Martin A. Keane",
  title =        "Automated Synthesis by Means of Genetic Programming of
                 Complex Structures Incorporating Reuse, Hierarchies,
                 Development, and Parameterized Toplogies",
  booktitle =    "Genetic Programming Theory and Practice",
  publisher =    "Kluwer",
  year =         "2003",
  editor =       "Rick L. Riolo and Bill Worzel",
  chapter =      "14",
  pages =        "221--237",
  keywords =     "genetic algorithms, genetic programming, Hierarchy,
                 reuse, development, parameterized topologies,
                 architecture-altering operations, automatically
                 functions, automatically defined iterations,
                 automatically defined loops, automatically defined
                 recursions, automatically defined stores, circuits,
                 controllers",
  ISBN =         "1-4020-7581-2",
  URL =          "http://www.genetic-programming.com/jkpdf/gptp2003.pdf",
  URL =          "http://www.springer.com/computer/ai/book/978-1-4020-7581-0",
  DOI =          "doi:10.1007/978-1-4419-8983-3_14",
  abstract =     "Genetic programming can be used as an automated
                 invention machine to synthesise designs for complex
                 structures. In particular, genetic programming has
                 automatically synthesized complex structures that
                 infringe, improve upon, or duplicate the functionality
                 of 21 previously patented inventions (including analog
                 electrical circuits, controllers, and mathematical
                 algorithms). Genetic programming has also generated two
                 patentable new inventions (involving controllers).
                 Genetic programming has also generated numerous
                 additional human-competitive results involving the
                 design of quantum computing circuits as well as other
                 substantial results involving antennae, networks of
                 chemical reactions (metabolic pathways), and genetic
                 networks. We believe that these results are the direct
                 consequence of a group of techniques, many unique to
                 genetic programming, that facilitate the automatic
                 synthesis of complex structures. These techniques
                 include automatic reuse, parameterised reuse,
                 parameterised topologies, and developmental genetic
                 programming. The paper describes these techniques and
                 how they contribute to automated design.",
  notes =        "Part of \cite{RioloWorzel:2003}",
  size =         "14 pages",
}

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

Citations