Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails

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

@InProceedings{Nicolau:2012:CEC,
  title =        "Termination in Grammatical Evolution: Grammar Design,
                 Wrapping, and Tails",
  author =       "Miguel Nicolau and Michael O'Neill and 
                 Anthony Brabazon",
  pages =        "2381--2388",
  booktitle =    "Proceedings of the 2012 IEEE Congress on Evolutionary
                 Computation",
  year =         "2012",
  editor =       "Xiaodong Li",
  month =        "10-15 " # jun,
  DOI =          "doi:10.1109/CEC.2012.6256563",
  address =      "Brisbane, Australia",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, Representation and operators",
  abstract =     "This paper explores the issues with mapping
                 termination in Grammatical Evolution, and examines
                 approaches that can be used to minimise them. It
                 analyses the traditional approach of reusing the same
                 genetic material, known as wrapping, and shows why this
                 is inefficient with some grammars used in the
                 literature. It suggests the appending of non-coding
                 genetic material to genotype strings, at the start of
                 the run, and shows the benefits of this approach:
                 higher probability of creating terminated individuals,
                 better or similar experimental performance, and a
                 tendency to generate smaller solutions, when compared
                 to the use of wrapping.",
  notes =        "WCCI 2012. CEC 2012 - A joint meeting of the IEEE, the
                 EPS and the IET.",
}

Genetic Programming entries for Miguel Nicolau Michael O'Neill Anthony Brabazon

Citations