Metods of interaction and coordination in multi-agent system based on fussy logic of higher type

Dynamic architecture of intelligent multi-agent systems based on fuzzy logic of a higher type that allows more informative to present uncertainty of fuzzy rules when specifying the behavior of such systems and agents is developed. A method of fuzzy agents interactions based on the values of "sp...

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Збережено в:
Бібліографічні деталі
Дата:2025
Автори: Parasiuk, I.N., Ershov, S.V.
Формат: Стаття
Мова:rus
Опубліковано: Інститут програмних систем НАН України 2025
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Онлайн доступ:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/717
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Назва журналу:Problems in programming

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Problems in programming
Опис
Резюме:Dynamic architecture of intelligent multi-agent systems based on fuzzy logic of a higher type that allows more informative to present uncertainty of fuzzy rules when specifying the behavior of such systems and agents is developed. A method of fuzzy agents interactions based on the values of "speech acts", which allows to handle intent on cooperation associated with the proposal, followed by type 2 fuzzy value is proposed. Role-based coordination model of fuzzy agents behavior based on message exchange protocol that defines the functionality of agents within the multi-agent system is developed. Agent's behavior that corresponds to role entities is formalized by decision rules based on type 2 fuzzy logic.Prombles in programming 2014; 2-3: 242-252