Pretraga

Pretražite po imenu i prezimenu autora, mentora, urednika, prevoditelja

Napredna pretraga

Pregled bibliografske jedinice broj: 425350

Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA

Dužanec, Darko; Kovačić, Zdenko
Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA // Proceedings of the European Control Conference 2009 / Keviczky, Laszlo (ur.).
Budimpešta, 2009. str. 3214-3220 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 425350 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA

Autori
Dužanec, Darko ; Kovačić, Zdenko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the European Control Conference 2009 / Keviczky, Laszlo - Budimpešta, 2009, 3214-3220

ISBN
978-963-311-369-1

Skup
European Control Conference 2009

Mjesto i datum
Budimpešta, Mađarska, 23.08.2009. - 26.08.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
genetic algorithms; microgenetic algorithms; optimal mutation interval

Sažetak
In order to provide the fastest search for optimal solution, both the structure and the parameters of genetic algorithms (GA) should be optimized. The advantage of recently introduced micro-genetic algorithms (μ GA) is that they operate with smaller genetic populations than standard GA. This paper describes the method of determining an optimal (best possible) mutation interval for μ GA based on the analysis of the influence of mutation on the performance of GA and μ GA. The results obtained analytically and numerically for a selected vector optimization problem show the practical value of the method.

Izvorni jezik
Engleski

Znanstvena područja
Temeljne tehničke znanosti



POVEZANOST RADA

Projekti:
036-0363078-3016 - Planiranje i izvođenje zadataka u robotskim i autonomnim sustavima (Bogdan, Stjepan, MZO ) ( CroRIS)
036-0363078-3017 - Integrirano upravljanje robotskim sustavima u složenim okruženjima (Kovačić, Zdenko, MZO ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Zdenko Kovačić (autor)

Avatar Url Darko Dužanec (autor)

Citiraj ovu publikaciju:

Dužanec, Darko; Kovačić, Zdenko
Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA // Proceedings of the European Control Conference 2009 / Keviczky, Laszlo (ur.).
Budimpešta, 2009. str. 3214-3220 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Dužanec, D. & Kovačić, Z. (2009) Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA. U: Keviczky, L. (ur.)Proceedings of the European Control Conference 2009.
@article{article, author = {Du\v{z}anec, Darko and Kova\v{c}i\'{c}, Zdenko}, editor = {Keviczky, L.}, year = {2009}, pages = {3214-3220}, keywords = {genetic algorithms, microgenetic algorithms, optimal mutation interval}, isbn = {978-963-311-369-1}, title = {Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA}, keyword = {genetic algorithms, microgenetic algorithms, optimal mutation interval}, publisherplace = {Budimpe\v{s}ta, Ma\djarska} }
@article{article, author = {Du\v{z}anec, Darko and Kova\v{c}i\'{c}, Zdenko}, editor = {Keviczky, L.}, year = {2009}, pages = {3214-3220}, keywords = {genetic algorithms, microgenetic algorithms, optimal mutation interval}, isbn = {978-963-311-369-1}, title = {Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA}, keyword = {genetic algorithms, microgenetic algorithms, optimal mutation interval}, publisherplace = {Budimpe\v{s}ta, Ma\djarska} }

Podijeli:





Contrast
Increase Font
Decrease Font
Dyslexic Font
CROSBI koristi kolačiće (cookies) kako bi poboljšao funkcionalnost stranice.