Developmental evaluation in genetic programming: A TAG-based framework

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

@InProceedings{Hao:2006:ASPGP,
  title =        "Developmental evaluation in genetic programming: A
                 TAG-based framework",
  author =       "Tuan-Hao Hoang and Daryl Essam and R. I. McKay and 
                 Xuan Hoai Nguyen",
  booktitle =    "Proceedings of the Third Asian-Pacific workshop on
                 Genetic Programming",
  year =         "2006",
  editor =       "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
  pages =        "86--97",
  ISSN =         "18590209",
  address =      "Military Technical Academy, Hanoi, VietNam",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/aspgp06/haodtag3p_new.pdf",
  size =         "12 pages",
  abstract =     "We build on our previous feasibility studies [16, 17],
                 which demonstrated the impact of evaluation during
                 development in the DEVTAG system, and here present a
                 full-fledged developmental system 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, the L-systems permitting 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 one of these families,
                 and find a further major increment in performance over
                 DEVTAG. DTAG3P achieves this despite dispensing with
                 two extra control parameters which it was necessary to
                 introduce into DEVTAG.",
  notes =        "http://www.aspgp.org",
}

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

Citations