A dual splitting approach for distributed resource allocation with regularization

• 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; Optimization Duality; Regularization
• Online Access: https://hdl.handle.net/10356/142714
• Institution: Nanyang Technological University

We deal with a class of distributed resource allocation problems where each agent attempts to minimize its own cost while respecting network-wide resource constraints as well as local capacity limits. This problem arises from many areas, such as economic dispatch, network utility maximization, and d...