An investigation into automatically defined function representations in Grammatical Evolution

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

@InProceedings{Hemberg:2009:Mendel,
  author =       "Erik Hemberg and Michael O'Neill and 
                 Anthony Brabazon",
  title =        "An investigation into automatically defined function
                 representations in Grammatical Evolution",
  booktitle =    "15th International Conference on Soft Computing,
                 Mendel'09",
  year =         "2009",
  editor =       "R. Matousek and L. Nolle",
  address =      "Brno, Czech Republic",
  month =        "24-26 " # jun,
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  isbn13 =       "978-80-214-3884-2",
  URL =          "http://ncra.ucd.ie/papers/mendel2009ADF.pdf",
  size =         "6 pages",
  abstract =     "Automatically defined functions are a fundamental tool
                 adopted in Genetic Programming to allow problem
                 decomposition and leverage modules in order to improve
                 scalability to larger problems. We examine a number of
                 function representations using a grammar-based form of
                 Genetic Programming, Grammatical Evolution. The problem
                 instances include variants of the ant trail, static and
                 dynamic Symbolic Regression instances. On the problems
                 examined we find that irrespective of the function
                 representation, the presence of automatically defined
                 functions alone is sufficient to significantly improve
                 performance on problems that are complex enough to
                 justify their use.",
  notes =        "ID09045
                 http://www.mendel-conference.org/tmp/ScheduleMendel2009b.pdf
                 Also in electronic form ISSN 1803-3814",
}

Genetic Programming entries for Erik Hemberg Michael O'Neill Anthony Brabazon

Citations