Code Duplication and Developmental Evaluation in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Kang:2006:apwies,
  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",
}

Genetic Programming entries for Moonyoung Kang Jungseok Shin Tuan-Hao Hoang R I (Bob) McKay Daryl Essam Naoki Mori Nguyen Xuan Hoai

Citations