Evolving Control Structures with Automatically Defined Macros

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

  author =       "Lee Spector",
  title =        "Evolving Control Structures with Automatically Defined
  booktitle =    "Working Notes for the AAAI Symposium on Genetic
  year =         "1995",
  editor =       "E. V. Siegel and J. R. Koza",
  pages =        "99--105",
  address =      "MIT, Cambridge, MA, USA",
  publisher_address = "445 Burgess Drive, Menlo Park, CA 94025, USA",
  month =        "10--12 " # nov,
  publisher =    "AAAI",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.aaai.org/Papers/Symposia/Fall/1995/FS-95-01/FS95-01-014.pdf",
  URL =          "http://helios.hampshire.edu/lspector/pubs/ADM-fallsymp-e.pdf",
  URL =          "http://citeseer.ist.psu.edu/spector95evolving.html",
  URL =          "http://www.aaai.org/Library/Symposia/Fall/fs95-01.php",
  size =         "7 pages",
  abstract =     "Koza has previously shown that the power of a genetic
                 programming system can often be enhanced by allowing
                 for the simultaneous evolution of a main program and a
                 collection of automatically defined functions (ADFs).
                 In this paper I show how related techniques can be used
                 to simultaneously evolve a collection of automatically
                 defined macros (ADMs). I show how ADMs can be used to
                 produce new control structures during the evolution of
                 a program, and I present data showing that ADMs
                 sometimes provide a greater benefit than do ADFs. I
                 discuss the characteristics of problems that may
                 benefit most from the use of ADMs, or from
                 architectures that include both ADFs and ADMs, and I
                 discuss directions for further research.",
  notes =        "AAAI-95f GP. Part of \cite{siegel:1995:aaai-fgp} {\em
                 Telephone:} 415-328-3123 {\em Fax:} 415-321-4457 {\em
                 email} info@aaai.org {\em URL:} http://www.aaai.org/",

Genetic Programming entries for Lee Spector