A Bregman splitting scheme for distributed optimization over networks

• Main Authors: Xu, Jinming, Zhu, Shanying, Soh, Yeng Chai, Xie, Lihua
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Convergence; Bregman Method
• Online Access: https://hdl.handle.net/10356/145279
• Institution: Nanyang Technological University

We consider distributed optimization problems, in which a group of agents are to collaboratively seek the global optimum through peer-to-peer communication networks. The problem arises in various application areas, such as resource allocation, sensor fusion, and distributed learning. We present a ge...