Analysis of Building Blocks with Numerical Simplification in Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{Kinzett:2010:EuroGP,
-
author = "David Kinzett and Mengjie Zhang and Mark Johnston",
-
title = "Analysis of Building Blocks with Numerical
Simplification in Genetic Programming",
-
booktitle = "Proceedings of the 13th European Conference on Genetic
Programming, EuroGP 2010",
-
year = "2010",
-
editor = "Anna Isabel Esparcia-Alcazar and Aniko Ekart and
Sara Silva and Stephen Dignum and A. Sima Uyar",
-
volume = "6021",
-
series = "LNCS",
-
pages = "289--300",
-
address = "Istanbul",
-
month = "7-9 " # apr,
-
organisation = "EvoStar",
-
publisher = "Springer",
-
keywords = "genetic algorithms, genetic programming",
-
isbn13 = "978-3-642-12147-0",
-
DOI = "doi:10.1007/978-3-642-12148-7_25",
-
abstract = "This paper investigates the effect of numerical
simplification on building blocks during evolution in
genetic programming. The building blocks considered are
three level subtrees. We develop a method for encoding
building blocks for the analysis. Compared with the
canonical genetic programming method, numerical
simplification can generate much smaller programs, use
much shorter evolutionary training time and achieve
comparable effectiveness performance.",
-
notes = "Might be better to call these fragments of trees
schemata rather than building blocks -- they have
nothing to do with fitness (footnote 2, p290). Part of
\cite{Esparcia-Alcazar:2010:GP} EuroGP'2010 held in
conjunction with EvoCOP2010 EvoBIO2010 and
EvoApplications2010",
- }
Genetic Programming entries for
David Kinzett
Mengjie Zhang
Mark Johnston
Citations