Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator

Created by W.Langdon from gp-bibliography.bib Revision:1.7892

@InProceedings{eurogp:HoaiMEH05,

• author = "Nguyen Xuan Hoai and Robert I. McKay and Daryl Essam and Hoang Tuan Hao",
• editor = "Maarten Keijzer and Andrea Tettamanzi and Pierre Collet and Jano I. {van Hemert} and Marco Tomassini",
• title = "Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator",
• booktitle = "Proceedings of the 8th European Conference on Genetic Programming",
• publisher = "Springer",
• series = "Lecture Notes in Computer Science",
• volume = "3447",
• year = "2005",
• address = "Lausanne, Switzerland",
• month = "30 " # mar # " - 1 " # apr,
• organisation = "EvoNet",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "3-540-25436-6",
• pages = "108--119",
• DOI = "doi:10.1007/978-3-540-31989-4_10",
• DOI = "doi:10.1007/b107383",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• abstract = "We empirically investigate the use of dual duplication/truncation operators both as mutation operators and as generic local search operators, in combination with genetic search in a tree adjoining grammar guided genetic programming system (TAG3P). The results show that, on the problems tried, duplication/truncation works well as a mutation operator but not reliably when the complexity of the problem was scaled up. When using these dual operators as a generic local search operator, however, it helped TAG3P not only to solve the problems reliably but also cope well with scalability in problem complexity. Moreover, it managed to solve problems with very small population sizes.",
• notes = "Part of \cite{keijzer:2005:GP} EuroGP'2005 held in conjunction with EvoCOP2005 and EvoWorkshops2005",

}

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

Citations