初始化
趋同(经济学)
计算机科学
多智能体系统
数学优化
资源配置
约束(计算机辅助设计)
功能(生物学)
分布式计算
数学
人工智能
几何学
进化生物学
经济
生物
程序设计语言
经济增长
计算机网络
作者
Xiasheng Shi,Lei Xu,Tao Yang,Zhiyun Lin,Xuesong Wang
出处
期刊:IEEE Transactions on Circuits and Systems Ii-express Briefs
[Institute of Electrical and Electronics Engineers]
日期:2022-02-17
卷期号:69 (6): 2867-2871
被引量:55
标识
DOI:10.1109/tcsii.2022.3152248
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI