重新审视社会技术网络中的博弈论控制:新兴设计框架和当代应用

IF 2.4 Q2 AUTOMATION & CONTROL SYSTEMS
Quanyan Zhu;Tamer Başar
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引用次数: 0

摘要

社会技术网络代表了与人类网络紧密交织的新兴网络物理基础设施。人类和技术网络之间的耦合在管理、控制和保护这些复杂的、相互依赖的系统方面提出了重大挑战。这封信研究了社会技术网络设计和控制的博弈论框架,重点是社会网络物理系统(SCPS)中的错误信息管理、基础设施优化和弹性等关键应用。核心方法,包括Stackelberg游戏,机制设计和动态博弈论,被视为在分层,多代理环境中建模交互的强大工具。解决的关键挑战包括减轻人为驱动的漏洞,管理大规模系统动态,以及对抗对抗性威胁。通过将个体代理行为与总体系统目标联系起来,这封信说明了博弈论和控制理论的整合如何导致稳健,有弹性和适应性的社会技术网络。这封信强调了这些框架的潜力,可以动态地将分散的代理行为与系统范围内的稳定性、安全性和效率目标结合起来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Revisiting Game-Theoretic Control in Socio-Technical Networks: Emerging Design Frameworks and Contemporary Applications
Socio-technical networks represent emerging cyber-physical infrastructures that are tightly interwoven with human networks. The coupling between human and technical networks presents significant challenges in managing, controlling, and securing these complex, interdependent systems. This letter investigates game-theoretic frameworks for the design and control of socio-technical networks, with a focus on critical applications such as misinformation management, infrastructure optimization, and resilience in socio-cyber-physical systems (SCPS). Core methodologies, including Stackelberg games, mechanism design, and dynamic game theory, are examined as powerful tools for modeling interactions in hierarchical, multi-agent environments. Key challenges addressed include mitigating human-driven vulnerabilities, managing large-scale system dynamics, and countering adversarial threats. By bridging individual agent behaviors with overarching system goals, this letter illustrates how the integration of game theory and control theory can lead to robust, resilient, and adaptive socio-technical networks. This letter highlights the potential of these frameworks to dynamically align decentralized agent actions with system-wide objectives of stability, security, and efficiency.
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来源期刊
IEEE Control Systems Letters
IEEE Control Systems Letters Mathematics-Control and Optimization
CiteScore
4.40
自引率
13.30%
发文量
471
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