Parallel alternating direction method of multipliers

• المؤلفون الرئيسيون: Yan, Jiaqi, Guo, Fanghong, Wen, Changyun, Li, Guoqi
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Electrical and electronic engineering; Distributed Optimization; Parallel Algorithm
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/154496
• المؤسسة: Nanyang Technological University

In this paper, we consider the distributed optimization problem, where the objective function is the sum of local cost functions. To solve this problem, a new parallel Alternating Direction Method of Multipliers (ADMM) algorithm is developed, which guarantees that the agents cooperatively reach an o...