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Information × Registration Number 0226U001797, (0124U001511) , R & D reports Title Development of mathematical models for optimization of control processes of complex dynamic systems using computational intelligence popup.stage_title Теоретичне обґрунтування математичного моделювання для оптимізації процесів управління. Розробка моделей та алгоритмів для оптимізації процесів управління Head Severyn Valerii P., Доктор технічних наук Registration Date 31-01-2026 Organization National Technical University "Kharkiv Polytechnic Institute" popup.description1 Development and research of mathematical models for optimization of control processes of complex dynamic systems with the use of computational intelligence, which will make it possible to improve the design technologies of complex information control systems popup.description2 The relevance of scientific research work is due to the fact that in modern conditions, complex dynamic systems, such as energy enterprises, aircraft, air defense systems, etc., require optimization of control processes with the introduction of more accurate mathematical models and information systems using computational intelligence. When developing models and methods for optimizing control processes, it is necessary to take into account the peculiarities of objects and control systems, the effects of many parameters and various random factors on control processes, and the complexity of calculating quality criteria for control systems. In such conditions, classical models and methods for optimizing control processes lose their relevance and the task of using computational intelligence methods for developing modern information systems for controlling complex dynamic systems arises. The purpose of the scientific research work (R&D) is to develop and study mathematical models for optimizing the control processes of complex dynamic systems using computational intelligence. The main tasks that were solved to achieve the goal of the R&D include: analysis of the current state of the problems of controlling complex dynamic systems using computational intelligence; theoretical substantiation of the scientific and methodological principles of mathematical modeling for optimizing the control processes of complex dynamic systems using computational intelligence; development of mathematical models for optimizing the control processes of complex dynamic systems using computational intelligence; development of algorithms for calculating mathematical models for optimizing the control processes of complex dynamic systems using computational intelligence; research into the effectiveness of models and algorithms for optimizing the control processes of complex dynamic systems using computational intelligence and analysis of the results obtained. Product Description popup.authors Olena M. Nikulina Nina V. Kotsiuba Kyrylo O. Khatsko Oleksii M. Kondratov Vladyslav O. Sharov Denys V. Kalinin Anton S. Kovalenko Andrii Y. Usyk popup.nrat_date 2026-01-31 Close