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

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@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