%0 Conference Paper %1 Kang:2006:apwies %A Kang, Moonyoung %A Shin, Jungseok %A Hoang, Tuan Hao %A McKay, R. I. (Bob) %A Essam, Daryl %A Mori, Naoki %A Nguyen, Xuan Hoai %B Proceedings of the 2006 Asia-Pacific Workshop on Intelligent and Evolutionary Systems %C Seoul, Korea %D 2006 %K algorithms, genetic programming %P 181--191 %T Code Duplication and Developmental Evaluation in Genetic Programming %U http://sc.snu.ac.kr/PAPERS/compression.pdf %X We investigate a hypothesis, that structured, replicated code can be promoted by evaluation during development, and that this is the cause of the good performance of algorithms using developmental evaluation. We use compression as a tool to measure replication of code in this research. Our results show that evaluation during development does not promote replicated structured code. Hence we are left with two problems, explaining why developmental evaluation systems exhibit good performance, and understanding how replicated, structured coding has arisen in the genotype of natural biological systems.

@inproceedings{Kang:2006:apwies, abstract = {We investigate a hypothesis, that structured, replicated code can be promoted by evaluation during development, and that this is the cause of the good performance of algorithms using developmental evaluation. We use compression as a tool to measure replication of code in this research. Our results show that evaluation during development does not promote replicated structured code. Hence we are left with two problems, explaining why developmental evaluation systems exhibit good performance, and understanding how replicated, structured coding has arisen in the genotype of natural biological systems.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Seoul, Korea}, author = {Kang, Moonyoung and Shin, Jungseok and Hoang, Tuan Hao and McKay, R. I. (Bob) and Essam, Daryl and Mori, Naoki and Nguyen, Xuan Hoai}, biburl = {https://www.bibsonomy.org/bibtex/25dfdf1e663c4c1d78ba064f6e80ace06/brazovayeye}, booktitle = {Proceedings of the 2006 Asia-Pacific Workshop on Intelligent and Evolutionary Systems}, interhash = {07ae407d0056c252e7fe06cc83c6a190}, intrahash = {5dfdf1e663c4c1d78ba064f6e80ace06}, keywords = {algorithms, genetic programming}, month = {November}, notes = {Refereed Regional and National Conference and Workshop Papers}, pages = {181--191}, timestamp = {2008-06-19T17:42:52.000+0200}, title = {Code Duplication and Developmental Evaluation in Genetic Programming}, url = {http://sc.snu.ac.kr/PAPERS/compression.pdf}, year = 2006 }