Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA (CROSBI ID 554382)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Dužanec, Darko ; Kovačić, Zdenko
engleski
Determination of optimal mutation interval for µ GA based on the performance analysis of GA and µ GA
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.
genetic algorithms; microgenetic algorithms; optimal mutation interval
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Podaci o prilogu
3214-3220.
2009.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the European Control Conference 2009
Keviczky, Laszlo
Budimpešta:
978-963-311-369-1
Podaci o skupu
European Control Conference 2009
predavanje
23.08.2009-26.08.2009
Budimpešta, Mađarska