A Bregman splitting scheme for distributed optimization over networks

• المؤلفون الرئيسيون: Xu, Jinming, Zhu, Shanying, Soh, Yeng Chai, Xie, Lihua
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Convergence; Bregman Method
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145279
• المؤسسة: 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...