An Investigation on the Roles of Insertion and Deletion Operators in Tree Adjoining Grammar Guided Genetic Programming

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@InProceedings{nguyen:2004:aiotroiadoitagggp,
  title =        "An Investigation on the Roles of Insertion and
                 Deletion Operators in Tree Adjoining Grammar Guided
                 Genetic Programming",
  author =       "Nguyen Xuan Hoai and Robert Ian McKay",
  pages =        "472--477",
  booktitle =    "Proceedings of the 2004 IEEE Congress on Evolutionary
                 Computation",
  year =         "2004",
  publisher =    "IEEE Press",
  month =        "20-23 " # jun,
  address =      "Portland, Oregon",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, Theory of
                 evolutionary algorithms",
  DOI =          "doi:10.1109/CEC.2004.1330894",
  size =         "6 pages",
  abstract =     "We investigate the roles of insertion and deletion as
                 mutation operators and as local search operators in a
                 Tree Adjoining Grammar Guided Genetic Programming
                 (TAG3P) system [13]. The results show that, on three
                 standard problems, these operators work better as
                 mutation operators than the more standard sub-tree
                 mutation originally used in [13, 14]. Moreover, for
                 some problems, insetion and deletion can also act
                 effectively as local search operators, allowing TAG3P
                 to solve problems with very small population sizes.",
  notes =        "RI Mc Kay CEC 2004 - A joint meeting of the IEEE, the
                 EPS, and the IEE.",
}

Genetic Programming entries for Nguyen Xuan Hoai R I (Bob) McKay

Citations