An investigation into automatically defined function representations in Grammatical Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@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