A dual splitting approach for distributed resource allocation with regularization

• 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; Optimization Duality; Regularization
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/142714
• المؤسسة: 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...