- 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 papers",
- ISBN = "1-55860-611-4",
-
URL = "
http://citeseer.ist.psu.edu/468509.html",
-
URL = "
http://gpbib.cs.ucl.ac.uk/gecco1999/GP-418.pdf",
-
URL = "
http://gpbib.cs.ucl.ac.uk/gecco1999/GP-418.ps",
- 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}
\cite{klahold:1998:eprGPJb}
\cite{harvey:1998:bcGP}
GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)",
