Optimal Replacement of System Elements Using a Genetic Algorithm

• Published in: Journal of computer & systems sciences international Vol. 61; no. 5; pp. 793 - 804
• Main Authors: Kos, O. I., Smirnov, V. Yu
• Format: Journal Article
• Language: English
• Published: Moscow Pleiades Publishing 01.10.2022; Springer Nature B.V
• Subjects: Control; Engineering; Genetic algorithms; Mechatronics; Optimal Control; Optimization; Robotics; Software

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...