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The use of optimization methods to build a genetic algorithm for the formation of complex electronic systems

Bondarev Andrey Vladimirovich  (candidate of technical Sciences, associate Professor, Orenburg state University (Kumertau branch of OSU))

In this article, an attempt is made to evaluate the possibilities of using genetic algorithms for optimizing the BRES in conditions of interval uncertainty in the values of electrical parameters in circuit design. To solve the problem of stopping the genetic algorithm, the use of the principle of practical confidence was suggested, which allows to optimize the process of circuit design and makes it possible to avoid a number of problems associated with the formalization of the procedure for selecting components and their optimal configuration.

Keywords:genetic algorithm, adaptive genetic algorithm, discrete random optimization, crossing-over, mutation, selection
 

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Citation link:
Bondarev A. V. The use of optimization methods to build a genetic algorithm for the formation of complex electronic systems // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2018. -№05. -С. 76-79
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