Using artificial intelligence to optimize intermodal networking of organizational agents within the digital economy

Abstract

The problems of forming a digital economy supersystem have been analyzed by the authors using a key business model of sharing digital assets by organizational agents based on the convergence of telematic, computing and information services with the final output of a complex of managed digital objects to a new quality control based on the M2M principle integration. The integration of standardized network infrastructures allows the transformation of traditional linear-hierarchical chains of management transactions in a network of transactions of digital objects that perform intelligent interaction without human intervention through IP-like connections. The introduction of universal shells of any business process from the processing of primary data to processing in the deep region with the use of advanced multi-agent optimization algorithms of the next [after 3G] generation [based on 4G, 5G, etc.], implemented within the electronic micro-, meso-and macrocontent allows us to ensure the stability of the super system within the optimal values of the activities of controlled digital objects due to the increased possibilities of observation and control.

Agent-oriented configuration of human-machine systems in the organization of scientific and technical activities in Russia and abroad in industries with high requirements for the reliability of technological processes

“…The problems of networked agents communicating in a digital environment were considered in the publications of many domestic and foreign authors [1][2][3][4][5]. The main approach here is the formation of network communications [6][7][8].…”

Проблемы Управления Научно-Технической Информацией, Ее Защиты И Поиска Утечек Данных

“…В последнее время руководство страны ставит задачи по импортозамещению и в сфере программ оперирования новыми научно-техническими знаниями, однако больших успехов пока не наблюдается [Bahtizin, 2019;Loginov, 2019]. Пока новые нормативно-правовые акты в этой сфере в России узко специализируются на противодействии сетевым информационным атакам и хищениям информации [Норматов, 2019].…”

When Digital Economy Meets Web3.0: Applications and Challenges

“…Therefore, many companies are investing significant time and financial resources in providing virtual reality. Thereby, in the process of digital economy : development, a series of new information technologies such as cloud computing [24], [86], big data [70], [87], artificial intelligence [7], [19], etc., have been gradually spawned. Thus, it provides technical support to further expand the scale of new industries and economies.…”