Towards Byte Code Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4163

  author =       "Brad Harvey and James Foster and Deborah Frincke",
  title =        "Towards Byte Code Genetic Programming",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "1234",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming, poster
  ISBN =         "1-55860-611-4",
  URL =          "",
  URL =          "",
  URL =          "",
  abstract =     "his paper uses the GP paradigm to evolve linear
                 genotypes (individuals) that consist of Java byte code.
                 Our prototype GP system is implemented in Java using a
                 standard Java development kit (JDK). The evolutionary
                 process is done completely in memory and the fitness of
                 individuals is determined by directly executing them in
                 the Java Virtual Machine (JVM). We validate our
                 approach by solving a functional regression problem
                 with a fourth degree polynomial, and a classification
                 problem diagnosing thyroid disease. Our implementation
                 provides a fast, effective means for evolving native
                 machine code for the JVM.",
  notes =        "cites \cite{lukschandl:1998:1java}

                 GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference (GP-99)",

Genetic Programming entries for Brad Harvey James A Foster Deborah Frincke