Context-Based Repeated Sequences in Linear Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{eurogp:WilsonH05,
-
author = "Garnett Carl Wilson and Malcolm I. Heywood",
-
editor = "Maarten Keijzer and Andrea Tettamanzi and
Pierre Collet and Jano I. {van Hemert} and Marco Tomassini",
-
title = "Context-Based Repeated Sequences in Linear Genetic
Programming",
-
booktitle = "Proceedings of the 8th European Conference on Genetic
Programming",
-
publisher = "Springer",
-
series = "Lecture Notes in Computer Science",
-
volume = "3447",
-
year = "2005",
-
address = "Lausanne, Switzerland",
-
month = "30 " # mar # " - 1 " # apr,
-
organisation = "EvoNet",
-
keywords = "genetic algorithms, genetic programming: Poster",
-
ISBN = "3-540-25436-6",
-
pages = "240--249",
-
URL = "http://flame.cs.dal.ca/~gwilson/docs/papers/EuroGP_2005.pdf",
-
DOI = "doi:10.1007/978-3-540-31989-4_21",
-
DOI = "doi:10.1007/b107383",
-
bibsource = "DBLP, http://dblp.uni-trier.de",
-
abstract = "Repeating code sequences are found in both artificial
and natural genomes as an emergent phenomenon. These
patterns are of interest in researching both how
evolution reuses code segments to create superior
individuals and whether building blocks are used in the
formation of repeated sequences. In this paper we
describe a GP representation using a special type of
crossover that is more conducive to the formation of
repeated sequences than traditional GP. We then
establish that the repeated sequence phenomenon in the
implementation displays traits of building blocks by
establishing associated regularity of genotype and
phenotype elements. As additional merits, the
pattern-rich implementation boasts succinct solutions
with less bloat and accomplishes the code regularity
without a loss in performance with respect to
fitness.",
-
notes = "Part of \cite{keijzer:2005:GP} EuroGP'2005 held in
conjunction with EvoCOP2005 and EvoWorkshops2005",
- }
Genetic Programming entries for
Garnett Carl Wilson
Malcolm Heywood
Citations