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The Performance Of Genetic Algorithm With Adjustment Of A Search Space Adil Amirjanov.

Yazar: Materyal türü: MakaleMakaleDil: İngilizce Yayın ayrıntıları:2009. World Scientific Publ Co., Singapore :ISSN:
  • 0129-1831
Konu(lar): LOC sınıflandırması:
  • QA76
İçindekiler: International Journal Of Modern Physics C APR 2009, Vol 20 Issue 4, p565-583Özet: This paper investigates the effect of a linear adjustment of a search space size in genetic algorithm (CA) on the macroscopic statistical properties of population (such as the average fitness and the variance fitness of population). The equations of motion were derived for one-max problem that expressed the macroscopic statistical properties of population after the adjustment of a search space size. Analysis of a performance of CA that includes a computational cost and a quality of the optimal solution was made for linear and power laws of search space adjustment.
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Online Electronic Document NEU Grand Library Online electronic QA76 .P47 2009 (Rafa gözat(Aşağıda açılır)) Ödünç verilmez EOL-1711

This paper investigates the effect of a linear adjustment of a search space size in genetic algorithm (CA) on the macroscopic statistical properties of population (such as the average fitness and the variance fitness of population). The equations of motion were derived for one-max problem that expressed the macroscopic statistical properties of population after the adjustment of a search space size. Analysis of a performance of CA that includes a computational cost and a quality of the optimal solution was made for linear and power laws of search space adjustment.

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