Distributed Optimization for Multiply High-Order Nonlinear Local Cost Functions

Shengshuai Wu, Yu Zhao

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The distributed optimization problem of multi-agent system with multiple high-order Lipschiz-type nonlinear local cost functions is studied in this brief. The objective is for a multi-agent system to achieve the goal of minimizing team performance function formed by the sum of local performance functions where each local objective function is known to only one agent. Then a new distributed optimization algorithm is proposed, and the asymptotical convergence is guaranteed through the Lyapunov stability and optimization analysis.

源语言英语
主期刊名Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019
出版商Institute of Electrical and Electronics Engineers Inc.
39-43
页数5
ISBN(电子版)9781728101057
DOI
出版状态已出版 - 6月 2019
活动31st Chinese Control and Decision Conference, CCDC 2019 - Nanchang, 中国
期限: 3 6月 20195 6月 2019

出版系列

姓名Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019

会议

会议31st Chinese Control and Decision Conference, CCDC 2019
国家/地区中国
Nanchang
时期3/06/195/06/19

指纹

探究 'Distributed Optimization for Multiply High-Order Nonlinear Local Cost Functions' 的科研主题。它们共同构成独一无二的指纹。

引用此