Developmental evaluation in Genetic Programming: The TAG-based frame work

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Hoang:2008:IJKBIES,
  author =       "Tuan-Hao Hoang and Daryl Essam and 
                 R. I. (Bob) McKay and Nguyen Xuan Hoai",
  title =        "Developmental evaluation in Genetic Programming: The
                 TAG-based frame work",
  journal =      "International Journal of Knowledge-Based and
                 Intelligent Engineering Systems",
  year =         "2008",
  volume =       "12",
  number =       "1",
  pages =        "69--82",
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "1327-2314",
  publisher =    "IOS Press",
  URL =          "http://content.iospress.com/articles/international-journal-of-knowledge-based-and-intelligent-engineering-systems/kes00142",
  size =         "14 pages",
  abstract =     "We build on our previous feasibility studies [18,20],
                 which demonstrated the impact of evaluation during
                 development in the DEVTAG system, and here present a
                 full-fledged developmental system - Developmental Tree
                 Adjoining Grammar Guided Genetic Programming (DTAG3P)
                 with developmental evaluation, based on Tree-Adjoining
                 Grammars (TAG). While DEVTAG used only a trivial
                 developmental process, DTAG3P uses L-systems to encode
                 TAG derivation trees, because the L-systems permit a
                 full developmental process. DEVTAG was previously shown
                 to dramatically out-perform standard Genetic
                 Programming (GP) on some structured families of
                 problems; here, we examine DTAG3P's performance on
                 these families, and find a further major increment in
                 performance over DEVTAG. DTAG3P achieves this despite
                 dispensing with two extra control parameters which were
                 necessary with DEVTAG.",
  notes =        "KES",
}

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

Citations