- author = "Moonyoung Kang and Jungseok Shin and Tuan Hao Hoang and R. I. (Bob) McKay and Daryl Essam and Naoki Mori and Xuan Hoai Nguyen",
- booktitle = "Proceedings of the 2006 Asia-Pacific Workshop on Intelligent and Evolutionary Systems",
- address = "Seoul, Korea",
- month = nov,
- notes = "Refereed Regional and National Conference and Workshop Papers",
- pages = "181--191",
- title = "Code Duplication and Developmental Evaluation in Genetic Programming",
-
URL = "
http://sc.snu.ac.kr/PAPERS/compression.pdf",
- year = "2006",
- keywords = "genetic algorithms, genetic programming",
- 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.",
-
notes = "Kang, Moonyoung1, Shin, Jungseok2, Hoang, Tuan Hao3,
McKay, RI (Bob)4, Essam, Daryl5, Mori, Naoki6, and
Nguyen, Xuan Hoai7
1 Seoul National University, Seoul, Korea 2 Seoul National University, Seoul, Korea 3 University of New South Wales @ ADFA, Canberra, Australia
4 Seoul National University, Seoul, Korea
5 University of New South Wales @ ADFA, Canberra, Australia 6 Osaka Prefecture University, Osaka, Japan 7 VietNam Military Technical Academy, Hanoi, VietNam",
