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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
Journal of Computer and Systems Sciences International ( IF 0.6 ) Pub Date : 2022-12-10 , DOI: 10.1134/s1064230722060053
V. V. Borodin , D. A. Kletskov , A. V. Timoshenko , V. A. Shchevtsov

Abstract

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.



中文翻译:

地空监测系统自组织数据传输网络结构要素多准则信息交互的多智能体动态模型

摘要

提出了监控系统结构元素之间信息交互的分析模型,考虑到在用户终端联盟形成的框架内基于多代理方法的分散功能期间信息交换的动态。该模型开发的相关性是由于现代信息系统的复杂性和空间分布。所考虑模型的科学新颖性在于研究了用于管理分散式传输网络的用户终端(代理)的各种策略,以逻辑语言和集合论的形式给出,互惠和认知指标的分析表达式不和谐,这是由于破坏性因素对多级数据传输网络的结构元素的影响而产生的。与现有模型相比,开发模型的应用使得可以在没有单个控制中心的情况下,根据不同时间间隔的结构元素之间信息交互的稳定性来研究这种类型的数据传输网络。

更新日期:2022-12-11
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