ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
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11
Issue
vol 60 / NOVEMBER, 2017
Article
UDC 519.816

ADAPTATION OF PARAMETERS OF GENETIC ALGORITHM FOR COMPLEX FUNCTION OPTIMIZATION

I. B. Bondarenko
ITMO University, 197101, Saint-Petersburg, Russian Federation; Associate professor


E. A. Kalyaeva
St. Petersburg State University of Information Technologies, Mechanics and Optics, Department of Computer Systems Design; Student


Кокшаров Д. Н.
Университет ИТМО; Студент


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Abstract. The influence of parameters of the developed genetic algorithm for optimization process for complex functions is investigated. The interrelation of parameters is shown by search of a global extremum of complex function. Recommendations are formulated on application of the genetic algorithms to the problems in question.
Keywords: genetic algorithm, real coding, proportional selection, global optimization, test function, Rastrigin function, De Jong function, algorithm complexity.