SGE: A Structured Representation for Grammatical Evolution

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@InProceedings{Lourenco:2015:EA,

• author = "Nuno Lourenco and Francisco B. Pereira and Ernesto Costa",
• title = "{SGE}: A Structured Representation for Grammatical Evolution",
• booktitle = "Artificial Evolution",
• year = "2015",
• editor = "Stephane Bonnevay and Pierrick Legrand and Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer",
• volume = "9554",
• series = "LNCS",
• pages = "136--148",
• address = "Lyon, France",
• month = "26-28 " # oct,
• organisation = "Association Evolution Artificielle",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, Grammatical Evolution",
• isbn13 = "978-3-319-31471-6",
• DOI = "doi:10.1007/978-3-319-31471-6_11",
• abstract = "This paper introduces Structured Grammatical Evolution, a new genotypic representation for Grammatical Evolution, where each gene is explicitly linked to a non-terminal of the grammar being used. This one-to-one correspondence ensures that the modification of a gene does not affect the derivation options of other non-terminals, thereby increasing locality. The performance of the new representation is accessed on a set of benchmark problems. The results obtained confirm the effectiveness of the proposed approach, as it is able to outperform standard grammatical evolution on all selected optimization problems",
• notes = "Published 2016 https://ea2015.inria.fr/ http://www.lifl.fr/EA/",

}

Genetic Programming entries for Nuno Lourenco Francisco Jose Baptista Pereira Ernesto Costa

Citations