Dynamic Classifiers: Genetic Programming and Classifier Systems

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

  author =       "Patrick Tufts",
  title =        "Dynamic Classifiers: Genetic Programming and
                 Classifier Systems",
  booktitle =    "Working Notes for the AAAI Symposium on Genetic
  year =         "1995",
  editor =       "E. V. Siegel and J. R. Koza",
  pages =        "114--119",
  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/FS95-01-016.pdf",
  URL =          "http://www.aaai.org/Library/Symposia/Fall/fs95-01.php",
  size =         "6 pages",
  abstract =     "The Dynamic Classifier System extends the traditional
                 classifier system by replacing its fixed-width ternary
                 representation with Lisp expressions. Genetic
                 programming applied to the classifiers allows the
                 system to discover building blocks in a flexible,
                 fitness directed manner. In this paper, I describe the
                 prior art of problem decomposition using genetic
                 programming and classifier systems. I then show how the
                 proposed system builds oil work in these two areas,
                 extending them in a way that provides for flexible
                 representation and fitness directed discovery of useful
                 building blocks.",
  notes =        "AAAI-95f GP. Part of \cite{siegel:1995:aaai-fgp}

                 The abstract for my paper on the Dynamic Classifier
                 System (DCS) and the slides from my talk may be found
                 at: http://www.cs.brandeis.edu/~zippy/papers.html {\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 Patrick Tufts