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:1.8051

@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 = "broken http://sc.snu.ac.kr/~aspgp/aspgp04/programme.html",

}

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

Citations