Formalized method of inter-machine interaction of intelligent particles with a series of behavioural scenarios of particles and the swarm as a whole : научное издание

Kovalev Igor; Losev Vasiliy; Saramud Mikhail

Дополнительные ссылки: eLibrary

База данных: Каталог библиотеки СФУ

Библиографическое описание: Formalized method of inter-machine interaction of intelligent particles with a series of behavioural scenarios of particles and the swarm as a whole : научное издание / I. Kovalev, V. Losev, M. Saramud. - Текст : непосредственный // International Journal on Information Technologies and Security. - 2025. - Т. 17, № 4. - С. 45-56. - ISSN 1313-8251, DOI 10.59035/tvdk7571.

Аннотация: The article is devoted to the development of a formalized method of inter-machine interaction of intelligent particles, which includes a series of scenarios for the behaviour of individual particles and the swarm as a whole. The main emphasis is placed on the formation of model and algorithmic support for a promising multi-agent technology based on the principles of communication between particles. Various behaviour scenarios of particles during their life cycle are considered, from emission to deposition through propagation, with the application of functions of data collection, transmission, and reception within the swarm. Graph theory and methods of pulse-width modulation are applied for modelling the interaction. Algorithms for controlling the operating modes of particles are presented, optimized for specific stages of experimental research. The results of efficiency analysis of the proposed approaches are provided, as well as recommendations for the design of communication technologies for swarm systems.

Год издания: 2025

Авторы: Kovalev Igor, Losev Vasiliy, Saramud Mikhail

Издательство: Sofia

Источник: International Journal on Information Technologies and Security

Выпуск: Т. 17, № 4

Номера страниц: 45-56

Количество экземпляров:

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Formalized method of inter-machine interaction of intelligent particles with a series of behavioural scenarios of particles and the swarm as a whole : научное издание
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