Multi-Agent Dynamic Model of the Multi-Criteria Information Interaction of Structural Elements of a Self-Organizing Data Transmission Network of a Ground-Air Monitoring System
V. V. Borodin, D. A. Kletskov, A. V. Timoshenko, V. A. Shchevtsov · Известия Российской академии наук Теория и системы управления · 2023
An analytical model of the interaction of information between the structural elements of a monitoring system is presented, taking into account the dynamics of information exchange during its decentralized functioning based on a multi-agent approach within the framework of formation of a coalition of subscriber terminals. The relevance of the development of this model is due to the complexity and spatial distribution of modern information systems. The scientific novelty of the considered model lies in the study of a variety of strategies for managing the subscriber terminals (agents) of a decentralized transmission network, given in a logical-linguistic and set-theoretic form, analytical expressions for indicators of reciprocity and cognitive dissonance, which arise from the impact of destructive factors on the structural elements of a multi-level network of data transmission. The application of the developed model, in contrast to existing ones, makes it possible to study data-transmission networks of this type in terms of the stability of information interaction between structural elements at different time intervals in the absence of a single control center.