Result Details

Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution

SLANÝ, K. Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution. Genetic Programming, 12th European Conference, EuroGP 2009. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Tübingen: Springer Verlag, 2009. p. 351-361. ISBN: 978-3-642-01180-1. ISSN: 0302-9743.
Type
conference paper
Language
English
Authors
Slaný Karel, Ing., FIT (FIT), DCSY (FIT)
Abstract

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.

Keywords

CGP, ALPS, image operator

Published
2009
Pages
351–361
Journal
Lecture Notes in Computer Science, vol. 5481, ISSN 0302-9743
Proceedings
Genetic Programming, 12th European Conference, EuroGP 2009
Series
Lecture Notes in Computer Science
Conference
12th European Conference on Genetic Programming
ISBN
978-3-642-01180-1
Publisher
Springer Verlag
Place
Tübingen
BibTeX 
@inproceedings{BUT30904,
  author="Karel {Slaný}",
  title="Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution",
  booktitle="Genetic Programming, 12th European Conference, EuroGP 2009",
  year="2009",
  series="Lecture Notes in Computer Science",
  journal="Lecture Notes in Computer Science",
  volume="5481",
  pages="351--361",
  publisher="Springer Verlag",
  address="Tübingen",
  isbn="978-3-642-01180-1",
  issn="0302-9743",
  url="https://www.fit.vut.cz/research/publication/8922/"
}
Files
Projects
Design and hardware implementation of a patent-invention machine, GACR, Standardní projekty, GA102/07/0850, start: 2007-01-01, end: 2009-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Research groups
Evolvable Hardware Research Group (RG EHW)
Departments
Department of Computer Systems (DCSY)
Back to top