Conference paper

SLANÝ Karel. Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution. In: Genetic Programming, 12th European Conference, EuroGP 2009. Tübingen: Springer Verlag, 2009, pp. 351-361. ISBN 978-3-642-01180-1. ISSN 0302-9743.
Publication language:english
Original title:Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution
Title (cs):Srovnání CGP a Age-Layered CGP v úloze evoluce obrazových operátorů
Pages:351-361
Proceedings:Genetic Programming, 12th European Conference, EuroGP 2009
Conference:12th European Conference on Genetic Programming
Series:Lecture Notes in Computer Science, 5481
Place:Tübingen, DE
Year:2009
ISBN:978-3-642-01180-1
Journal:Lecture Notes in Computer Science, Vol. 2009, No. 5481, DE
ISSN:0302-9743
Publisher:Springer Verlag
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Keywords
CGP, ALPS, image operator
Annotation
This paper analyses the efficiency of the Cartesian Genetic Programming (CGP) methodology in the image operator design problem at the functional level. The CGP algorithm is compared with an age layering enhancement of the CGP algorithm by the means of achieved best results and their computational effort. Experimental results show that the Age-Layered Population Structure (ALPS) algorithm combined together with CGP can perform better in the task of image operator design in comparison with a common CGP algorithm.
BibTeX:
@INPROCEEDINGS{
   author = {Karel Slan{\'{y}}},
   title = {Comparison of CGP and Age-Layered CGP Performance in Image
	Operator Evolution},
   pages = {351--361},
   booktitle = {Genetic Programming, 12th European Conference, EuroGP 2009},
   series = {Lecture Notes in Computer Science, 5481},
   journal = {Lecture Notes in Computer Science},
   volume = {2009},
   number = {5481},
   year = {2009},
   location = {T{\"{u}}bingen, DE},
   publisher = {Springer Verlag},
   ISBN = {978-3-642-01180-1},
   ISSN = {0302-9743},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=8922}
}

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