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

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@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",
  URL =          "http://springerlink.metapress.com/openurl.asp?genre=article&issn=0302-9743&volume=3447&spage=108",
  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