Distributed Fixed-Time Resource Allocation Algorithm for the General Linear Multi-Agent Systems

被引:25
|
作者
Shi, Xiasheng [1 ,2 ]
Xu, Lei [3 ]
Yang, Tao [3 ]
Lin, Zhiyun [4 ]
Wang, Xuesong [1 ,2 ]
机构
[1] China Univ Min & Technol, Engn Res Ctr Intelligent Control Underground Spac, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China
[3] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[4] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Linear programming; Convergence; Resource management; Optimization; Eigenvalues and eigenfunctions; Distributed algorithms; Circuits and systems; Resource allocation; fixed-time; heterogenous; initialization-free; ECONOMIC-DISPATCH; OPTIMIZATION;
D O I
10.1109/TCSII.2022.3152248
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This brief focuses on the distributed resource allocation problem (RAP) for a general linear heterogeneous multi-agent system (MAS), in which each agent adopts different structure parameters. By means of multi-agent consensus approach and symbolic-function-based fixed-time control theory, an initialization-free distributed resource allocation algorithm is designed. Moreover, the equality constraint is solved based on the proportional-integral (PI) control idea and the output of all agents tracks to the optimal solution within fixed-time. Finally, we reveal the effectiveness and fast convergence performance of our proposed algorithm by a simulation example.
引用
收藏
页码:2867 / 2871
页数:5
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