ME-CGP: Multi Expression Cartesian Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{Cattani:2010:cec,

• author = "Phil T. Cattani and Colin G. Johnson",
• title = "ME-CGP: Multi Expression Cartesian Genetic Programming",
• booktitle = "IEEE Congress on Evolutionary Computation (CEC 2010)",
• year = "2010",
• address = "Barcelona, Spain",
• month = "18-23 " # jul,
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, Cartesian Genetic Programming",
• isbn13 = "978-1-4244-6910-9",
• abstract = "Cartesian Genetic Programming (CGP) is a form of Genetic Programming that uses directed graphs to represent programs. In this paper we propose a way of structuring a CGP algorithm to make use of the multiple phenotypes which are implicitly encoded in a genome string. We show that this leads to a large increase in efficiency compared with standard CGP where genomes are translated into only one phenotype. We call this method Multi Expression CGP (ME-CGP), based on Mihai Oltean's work on Multi Expression Programming using linear GP.",
• DOI = "doi:10.1109/CEC.2010.5586478",
• notes = "WCCI 2010. Also known as \cite{5586478}",

}

Genetic Programming entries for Philip T Cattani Colin G Johnson

Citations