%0 Conference Paper %1 harvey:1999:TBCGP %A Harvey, Brad %A Foster, James %A Frincke, Deborah %B Proceedings of the Genetic and Evolutionary Computation Conference %C Orlando, Florida, USA %D 1999 %E Banzhaf, Wolfgang %E Daida, Jason %E Eiben, Agoston E. %E Garzon, Max H. %E Honavar, Vasant %E Jakiela, Mark %E Smith, Robert E. %I Morgan Kaufmann %K algorithms, and evolvable genetic hardware, papers poster programming %P 1234 %T Towards Byte Code Genetic Programming %U http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-418.ps %V 2 %X 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. %@ 1-55860-611-4

@inproceedings{harvey:1999:TBCGP, 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.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Orlando, Florida, USA}, author = {Harvey, Brad and Foster, James and Frincke, Deborah}, biburl = {https://www.bibsonomy.org/bibtex/220bb4c1a8ea146bb2e6e4bd05d2cc571/brazovayeye}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Banzhaf, Wolfgang and Daida, Jason and Eiben, Agoston E. and Garzon, Max H. and Honavar, Vasant and Jakiela, Mark and Smith, Robert E.}, interhash = {97f50c4828d54fa57cd06e4dc1f26f35}, intrahash = {20bb4c1a8ea146bb2e6e4bd05d2cc571}, isbn = {1-55860-611-4}, keywords = {algorithms, and evolvable genetic hardware, papers poster programming}, month = {13-17 July}, notes = {GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)}, pages = 1234, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA 94104, USA}, timestamp = {2008-06-19T17:41:06.000+0200}, title = {Towards Byte Code Genetic Programming}, url = {http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-418.ps}, volume = 2, year = 1999 }