Coevolution in Cartesian Genetic Programming

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU98164" target="_blank" >RIV/00216305:26230/12:PU98164 - isvavai.cz</a>
Result on the web
<a href="http://www.springerlink.com/content/e47453258l284p60/fulltext.pdf" target="_blank" >http://www.springerlink.com/content/e47453258l284p60/fulltext.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-29139-5_16" target="_blank" >10.1007/978-3-642-29139-5_16</a>

Result language
angličtina
Original language name
Coevolution in Cartesian Genetic Programming
Original language description
Cartesian genetic programming (CGP) is a branch of genetic programming which has been utilized in various applications. This paper proposes to introduce coevolution to CGP in order to accelerate the task of symbolic regression. In particular, fitness predictors which are small subsets of the training set are coevolved with CGP programs. It is shown using five symbolic regression problems that the (median) execution time can be reduced 2-5 times in comparison with the standard CGP.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proc. of the 15th European Conference on Genetic Programming
ISBN
978-3-642-29138-8
ISSN
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e-ISSN
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Number of pages
12
Pages from-to
182-193
Publisher name
Springer Verlag
Place of publication
Heidelberg
Event location
Malaga
Event date
Apr 11, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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