Exact convergence of gradient-free distributed optimization method in a multi-agent system

• Main Authors: Pang, Yipeng, Hu, Guoqiang
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2020
• 主題: Engineering::Electrical and electronic engineering; Distributed Optimization; Multi-agent System
• 在線閱讀: https://hdl.handle.net/10356/143537

© 2018 IEEE. In this paper, a gradient-free algorithm is proposed for a set constrained distributed optimization problem in a multi-agent system under a directed communication network. For each agent, a pseudo-gradient is designed locally and utilized instead of the true gradient information to guid...