Distributed Optimal Consensus Control for Heterogeneous Multi-agent System with Disturbance

被引:0
|
作者
Chai, Yiyuan [1 ]
Qin, Sitian [2 ]
Feng, Jiqiang [3 ]
Xu, Chen [1 ,3 ]
机构
[1] Shenzhen Univ, Sch Elect & Informat Engn, Shenzhen 518060, Peoples R China
[2] Harbin Inst Technol, Dept Math, Weihai 264209, Peoples R China
[3] Shenzhen Univ, Coll Math Sci, Shenzhen 518060, Peoples R China
来源
ADVANCES IN NEURAL NETWORKS-ISNN 2024 | 2024年 / 14827卷
关键词
Distributed optimization problem; Heterogeneous multi-agent systems; External disturbances; Finite-time convergence; OPTIMIZATION;
D O I
10.1007/978-981-97-4399-5_43
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper develops a distributed control protocol for the distributed optimal consensus problem of multi-agent systems. The dynamics of multi-agent systems are heterogeneous linear. Considering that multi-agent systems often face various external disturbances in practical applications, which may seriously affect the performance and stability of the system. The control protocol proposed in this paper pays special attention to dealing with external disturbances in linear dynamic systems. Theoretical results show that the distributed control protocol is robust under the external disruption and drives the states of each agent to the auxiliary variable in a finite time. Further, with the aid of Lyapunov method, the states of close-loop system globally converge to the optimal solution of the non-smooth optimization problem. Finally, the simulation results demonstrate the effectiveness of proposed control protocol.
引用
收藏
页码:453 / 461
页数:9
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