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

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F09%3APU82598" target="_blank" >RIV/00216305:26230/09:PU82598 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

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

Original language description

p, li { white-space: pre-wrap; } <p>&lt;!--StartFragment--&gt;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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

JC - Computer hardware and software

OECD FORD branch

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Project

<a href="/en/project/GA102%2F07%2F0850" target="_blank" >GA102/07/0850: Design and hardware implementation of a patent-invention machine</a><br>

Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2009

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Genetic Programming, 12th European Conference, EuroGP 2009

ISBN

978-3-642-01180-1

ISSN

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e-ISSN

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Number of pages

11

Pages from-to

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Publisher name

Springer Verlag

Place of publication

Tübingen

Event location

Tubingen

Event date

Jan 12, 2009

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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