Development Brings Scalability to Hardware Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "Timothy G. W. Gordon and Peter J. Bentley",
  title =        "Development Brings Scalability to Hardware Evolution",
  booktitle =    "Proceedings of the 2005 NASA/DoD Conference on
                 Evolvable Hardware",
  year =         "2005",
  editor =       "Jason Lohn and David Gwaltney and Gregory Hornby and 
                 Ricardo Zebulum and Didier Keymeulen and 
                 Adrian Stoica",
  pages =        "272--279",
  address =      "Washington, DC, USA",
  month =        "29 " # jun # "-1 " # jul,
  publisher =    "IEEE Press",
  publisher_address = "IEEE Service Center 445 Hoes Lane Asia P.O. Box
                 1331 Piscataway, NJ 08855-1331",
  organisation = "NASA, DoD",
  keywords =     "genetic algorithms, genetic programming, EHW",
  ISBN =         "0-7695-2399-4",
  URL =          "",
  DOI =          "doi:10.1109/EH.2005.18",
  size =         "8 pages",
  abstract =     "The scalability problem is a major impediment to the
                 use of hardware evolution for real-world circuit design
                 problems. A potential solution is to model the map
                 between genotype and phenotype on biological
                 development. Although development has been shown to
                 improve scalability for a few toy problems, it has not
                 been demonstrated for any circuit design problems. This
                 paper presents such a demonstration for two problems,
                 the n-bit adder with carry and even n-bit parity
                 problems, and shows that development imposes, and
                 benefits from, fewer constraints on evolutionary
                 innovation than other approaches to scalability.",
  notes =        "EH2005 IEEE Computer Society Order Number P2399",

Genetic Programming entries for Tim Gordon Peter J Bentley