.png){kind=icon}
返回
Distributed Adaptive Nash Equilibrium Solution for Differential Graphical Games
.png){kind=icon}
PRE
AI
DOI：10.1109/TCYB.2021.3114749.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This article investigates differential graphical games for linear multiagent systems with a leader on fixed communication graphs. The objective is to make each agent synchronize to the leader and, meanwhile, optimize a performance index, which depends on the control policies of its own and its neighbors. To this end, a distributed adaptive Nash equilibrium solution is proposed for the differential graphical games. This solution, in contrast to the existing ones, is not only Nash but also fully distributed in the sense that each agent only uses local information of its own and its immediate neighbors without using any global information of the communication graph. Moreover, the asymptotic stability and global Nash equilibrium properties are analyzed for the proposed distributed adaptive Nash equilibrium solution. As an illustrative example, the differential graphical game solution is applied to the microgrid secondary control problem to achieve fully distributed voltage synchronization with optimized performance.
Keyword:
Nash equilibrium
Games
Synchronization
Performance analysis
Optimal control
Decentralized control
Microgrids
Adaptive control
differential games
distributed control
microgrid control
Nash equilibrium
synchronization
期刊
IF:
10.5
论文数:
1.1W
被引数:
5.0W
机构
引用论文
Distributed consensus of linear multi-agent systems with adaptive dynamic protocols具有自适应动态协议的线性多智能体系统的分布式一致性.png)
AUTOMATICA
OAAI
AUTOMATICAIF5.9
OAAI分享收藏Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics基于数据的具有未知漂移动态的非零和游戏的强化学习
PREAI
分享收藏Distributed Event-Triggered Adaptive Control for Consensus of Linear Multi-Agent Systems with External Disturbances具有外部干扰的线性多智能体系统一致性的分布式事件触发自适应控制
PREAI
分享收藏Stability and robustness analysis of minmax solutions for differential graphical games微分图形博弈minmax解的稳定性和鲁棒性分析AUTOMATICAOAAI
AUTOMATICAIF5.9
OAAI分享收藏
查看更多内容