Distributed inverse optimal control for discrete-time nonlinear multi-agent systems

被引:0
|
作者
Belfo, Joao P. [1 ]
Pedro Aguiar, A. [2 ]
Lemos, Joao M. [1 ]
机构
[1] Univ Lisbon, Inst Super Tecn, INESC ID, Lisbon, Portugal
[2] Univ Porto, SYSTEC, Fac Engn, Porto, Portugal
关键词
OPTIMIZATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a robust distributed inverse optimal control framework for a multi-agent discrete-time nonlinear system, where the dynamics of each agent is directly affected by terms that depend on the state and input of the neighborhood agents and other disturbance signals. The individual local cost is formulated and a control solution for each agent is derived considering an inverse optimal control approach. To address the interaction between the agents, a coordination method based on a non-cooperative game is proposed. Using Lyapunov and Input-to-State Stability (ISS) arguments, we derive conditions under which the proposed game converges to a fixed point and the overall multi-agent system is ISS with respect to the disturbance signals. Simulation results for a coupled pendula system are presented.
引用
收藏
页码:2661 / 2666
页数:6
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