Asynchronous and Time-Varying Proximal Type Dynamics in Multiagent Network Games

• 成果类型: Article
• 署名作者: Cenedese, Carlo; Belgioioso, Giuseppe; Kawano, Yu; Grammatico, Sergio; Cao, Ming
• 署名单位: University of Groningen; Eindhoven University of Technology; Hiroshima University; Delft University of Technology
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2020.3011916
• 发表日期: 2021
• 页码: 2861-2867
• 关键词: games; cost function; CONVERGENCE; decision making; control systems; Couplings; Hilbert space; Asynchronous dynamics; multiagent systems; Network games; proximal dynamics; time-varying networks

摘要

In this article, we study proximal type dynamics in the context of multiagent network games. We analyze several conjugations of this class of games, providing convergence results. Specifically, we look into synchronous/asynchronous dynamics with time-invariant communication network and synchronous dynamics with time-varying communication networks. Finally, we validate the theoretical results via numerical simulations on opinion dynamics.