Distributed online convex optimization with an aggregative variable

• Main Authors: Li, Xiuxian, Yi, Xinlei, Xie, Lihua
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Aggregative Variable; Distributed Algorithms
• Online Access: https://hdl.handle.net/10356/162402
• Institution: Nanyang Technological University

This article investigates distributed online convex optimization in the presence of an aggregative variable without any global/central coordinators over a multiagent network. In this problem, each individual agent is only able to access partial information of time-varying global loss functions, thus...