Optimal Replacement of System Elements Using a Genetic Algorithm

The replacement of complex technical system elements is optimized using a genetic algorithm. Its various operators are analyzed and modified according to the problem under consideration. An optimization algorithm is created and the corresponding software is developed. This software is applied to the...

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Bibliographic Details
Published inJournal of computer & systems sciences international Vol. 61; no. 5; pp. 793 - 804
Main Authors Kos, O. I., Smirnov, V. Yu
Format Journal Article
LanguageEnglish
Published Moscow Pleiades Publishing 01.10.2022
Springer Nature B.V
Subjects
Control
Engineering
Genetic algorithms
Mechatronics
Optimal Control
Optimization
Robotics
Software
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Summary:The replacement of complex technical system elements is optimized using a genetic algorithm. Its various operators are analyzed and modified according to the problem under consideration. An optimization algorithm is created and the corresponding software is developed. This software is applied to the practical task of optimizing the replacement (repair) of system elements. The maximum cost effect is achieved under the given level of reliability.
ISSN:1064-2307
1555-6530
DOI:10.1134/S1064230722050100