Does it Matter Where you Start? A Comparison of Two Initialisation Strategies for Grammar Guided Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Hao:2004:aspgp,
  author =       "Hoang Tuan Hao and Nguyen Xuan Hoai and 
                 Robert I McKay",
  title =        "Does it Matter Where you Start? A Comparison of Two
                 Initialisation Strategies for Grammar Guided Genetic
                 Programming",
  booktitle =    "Proceedings of The Second Asian-Pacific Workshop on
                 Genetic Programming",
  year =         "2004",
  editor =       "R I Mckay and Sung-Bae Cho",
  address =      "Cairns, Australia",
  month =        "6-7 " # dec,
  keywords =     "genetic algorithms, genetic programming, GGGP, TAG,
                 TAG3P",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.7772",
  URL =          "http://sc.snu.ac.kr/PAPERS/Initialisation_comparison.pdf",
  size =         "14 pages",
  abstract =     "In this paper, we experimentally show that the
                 initialisation process is very important for Grammar
                 Guided Genetic Programming (GGGP). In particular, using
                 different initialization strategies (algorithms) can
                 lead to very different overall results with GGGP. We
                 also show that on the problems tried, the
                 initialisation algorithm from Tree Adjoining Grammar
                 Guided Genetic Programming (TAG3P) helps GGGP improve
                 its performance compared with the use of the standard
                 initialisation algorithm proposed in [10, 11].",
  notes =        "http://sc.snu.ac.kr/~aspgp/aspgp04/programme.html",
}

Genetic Programming entries for Tuan-Hao Hoang Nguyen Xuan Hoai R I (Bob) McKay

Citations