Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Nguyen:2004:APCSEL,

• author = "Xuan Hoai Nguyen and R. I. (Bob) McKay and D. L. Essam and H. A. Abbass",
• booktitle = "2004 Asia-Pacific Conference on Simulated Evolution and Learning",
• address = "Busan, Korea",
• month = oct,
• notes = "Refereed International Conference Papers",
• title = "Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator",
• URL = "http://sc.snu.ac.kr/PAPERS/SEAL2004.pdf",
• year = "2004",
• keywords = "genetic algorithms, genetic programming",
• size = "6 pages",
• abstract = "We empirically investigate the use of relocation operator as a local search operator, in combination with genetic search, in a Tree Adjoining Grammar Guided Genetic Programming system (TAG3P). The results show that, on all the problems we tried, the use of the relocation operator as a local search operator in TAG3P outperforms TAG3P using purely crossover and mutation, and also outperforms standard genetic programming (GP). Moreover, it manages to solve problems with very small population sizes.",

}

Genetic Programming entries for Nguyen Xuan Hoai R I (Bob) McKay Daryl Essam Hussein A Abbass

Citations