Grammatical Differential Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7642

@InProceedings{DBLP:conf/icai/ONeillB06,

• author = "Michael O'Neill and Anthony Brabazon",
• title = "Grammatical Differential Evolution",
• booktitle = "Proceedings of the 2006 International Conference on Artificial Intelligence, ICAI 2006",
• year = "2006",
• editor = "Hamid R. Arabnia",
• volume = "1",
• pages = "231--236",
• address = "Las Vegas, Nevada, USA",
• month = jun # " 26-29",
• publisher = "CSREA Press",
• keywords = "genetic algorithms, genetic programming, Grammatical evolution, differential evolution, automatic program generation",
• ISBN = "1-932415-96-3",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.3012",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.91.3012.pdf",
• URL = "http://ncra.ucd.ie/papers/ICAI06_GDE.pdf",
• biburl = "https://dblp.org/rec/conf/icai/ONeillB06.bib",
• size = "6 pages",
• abstract = "This proof of concept study examines the possibility of specifying the construction of programs using Differential Evolution, and represents a new form of grammar-based genetic programming, Grammatical Differential Evolution (GDE). In GDE each individual member of the population represents a specific choice of program construction rules, where these rules are specified using a Backus-Naur Form grammar. The results demonstrate that it is possible to generate programs using the Grammatical Differential technique.",
• notes = "BNF, DE/rand/1/bin. Real valued vector converted to nearest integers for GE codon. Santa Fe ant \cite{langdon:1998:antspace}, x+x^2+x^3+x^4, 3-mux, Mastermind. Gramatical Swarm",

}

Genetic Programming entries for Michael O'Neill Anthony Brabazon

Citations