Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation

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@InProceedings{conf/isica/HoangEMH07,
  author =       "Tuan Hao Hoang and Daryl Essam and Bob McKay and 
                 Nguyen Xuan Hoai",
  title =        "Building on Success in Genetic Programming: Adaptive
                 Variation and Developmental Evaluation",
  booktitle =    "Proceedings of the Second International Symposium on
                 Computation and Intelligence, ISICA 2007",
  year =         "2007",
  editor =       "Lishan Kang and Yong Liu and Sanyou Y. Zeng",
  volume =       "4683",
  series =       "Lecture Notes in Computer Science",
  pages =        "137--146",
  address =      "Wuhan, China",
  month =        sep # " 21-23",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming,
                 Developmental, Incremental Learning, Adaptive
                 Mutation",
  isbn13 =       "978-3-540-74580-8",
  DOI =          "doi:10.1007/978-3-540-74581-5_15",
  size =         "10 pages",
  abstract =     "We investigate a developmental tree-adjoining grammar
                 guided genetic programming system (DTAG3P+), in which
                 genetic operator application rates are adapted during
                 evolution. We previously showed developmental
                 evaluation could promote structured solutions and
                 improve performance in symbolic regression problems.
                 However testing on parity problems revealed an
                 unanticipated problem, that good building blocks for
                 early developmental stages might be lost in later
                 stages of evolution. The adaptive variation rate in
                 DTAG3P plus preserves good building blocks found in
                 early search for later stages. It gives both good
                 performance on small k-parity problems, and good
                 scaling to large problems.",
  bibdate =      "2007-08-31",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/isica/isica2007.html#HoangEMH07",
}

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

Citations