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The method of optimalresource managementof a distributeddynamic system basedon the algorithm ofzeroing neuralnetworks… : доклад,тезисы доклада Bryukhanova Evgenia2024 год

The method of optimal resource management of a distributed dynamic system based on the algorithm of zeroing neural networks : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

Дополнительные ссылки: eLibrary · Источник статьи
База данных: Каталог библиотеки СФУ
Библиографическое описание: The method of optimal resource management of a distributed dynamic system based on the algorithm of zeroing neural networks : доклад, тезисы доклада / E. E. Bryukhanova. - [S. l. : s. n.], 2024. - Текст : непосредственный // Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) : Proceedings of the II International Workshop / Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) (2023 ; 28.11 - 30.11 ; Krasnoyarsk). - Krasnoyarsk, 2024. - P. 1003. - This work was supported by the Ministry of Science and Higher Education of the Russian Federation (grant No. 075-15-2022-1121). - DOI 10.1051/itmconf/20245901003.
Аннотация: The method of optimal resource management of a distributed dynamic system based on the algorithm of zeroing neural networks offers a new approach to effective resource management in distributed dynamic systems using advanced machine learning technologies. Research questions concern determining optimal resource management strategies in a distributed dynamic system, as well as evaluating the effectiveness of the proposed method in various scenarios. The research methods include mathematical formalization of the problem, development of an algorithm for zeroing neural networks and conducting numerical experiments based on computer modeling. The results of the study demonstrate the high efficiency of the proposed method of optimal resource management in a distributed dynamic system. The conclusions emphasize the importance of using the algorithm of zeroing neural networks in the context of optimal resource management in distributed systems and the possibility of its application to solve practical problems in various fields, such as energy, production, transport and others.
Год издания: 2024
Авторы: Bryukhanova Evgenia
Издательство: Krasnoyarsk
Номера страниц: 1003
Держатель оригинала документа: Reshetnev Siberian State University of Science and Technology, Siberian Federal University
Мероприятие: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) (Krasnoyarsk, 2023 ; 28.11 - 30.11)
Количество экземпляров:
Твёрдая копия издания отсутствует в фонде библиотеки

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