Dynamic definition of genetic algorithm parameters
Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ, no. 2 (2012), pp. 44-50
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The problem of genetic algorithm search abilities improving is considered. Parameters of the algorithm are defined so that to avoid the loss of alleles. Updating an integer adaptive statistical algorithm is suggested. The necessary and sufficient restriction for effective work of the algorithm is obtained. Practical implementation and effectiveness of the obtained algorithm are illustrated with the model example.
Keywords:
genetic algorithm, search abilities, scheme theorem, building blocks hypothesis.
@article{VSPUI_2012_2_a4,
author = {I. A. Martyushov},
title = {Dynamic definition of genetic algorithm parameters},
journal = {Vestnik Sankt-Peterburgskogo universiteta. Prikladna\^a matematika, informatika, processy upravleni\^a},
pages = {44--50},
publisher = {mathdoc},
number = {2},
year = {2012},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/VSPUI_2012_2_a4/}
}
TY - JOUR AU - I. A. Martyushov TI - Dynamic definition of genetic algorithm parameters JO - Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ PY - 2012 SP - 44 EP - 50 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/VSPUI_2012_2_a4/ LA - ru ID - VSPUI_2012_2_a4 ER -
%0 Journal Article %A I. A. Martyushov %T Dynamic definition of genetic algorithm parameters %J Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ %D 2012 %P 44-50 %N 2 %I mathdoc %U http://geodesic.mathdoc.fr/item/VSPUI_2012_2_a4/ %G ru %F VSPUI_2012_2_a4
I. A. Martyushov. Dynamic definition of genetic algorithm parameters. Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ, no. 2 (2012), pp. 44-50. http://geodesic.mathdoc.fr/item/VSPUI_2012_2_a4/