Convergence of genetic algorithms

The mean convergence of various versions of a genetic algorithm are considered. A number of convergence statements are formulated and relevant estimates are obtained. A hypothesis concerning the form of these estimates under variation of the structure of a genetic algorithm is put forward.[PUBLICATI...

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Bibliographic Details
Published in:Pattern recognition and image analysis 2006-07, Vol.16 (3), p.392-397
Main Authors: Sharapov, R R, Lapshin, A V
Format: Article
Language:English
Subjects:
Convergence
Estimates
Genetic algorithms
Image analysis
Pattern recognition
Studies
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Summary:The mean convergence of various versions of a genetic algorithm are considered. A number of convergence statements are formulated and relevant estimates are obtained. A hypothesis concerning the form of these estimates under variation of the structure of a genetic algorithm is put forward.[PUBLICATION ABSTRACT]
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661806030084