Randomized gradient-free distributed online optimization via a dynamic regret analysis

• المؤلفون الرئيسيون: Pang, Yipeng, Hu, Guoqiang
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Online Convex Optimization; Distributed Algorithms
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170697

This work considers an online distributed optimization problem, with a group of agents whose local objective functions vary with time. Moreover, the value of the objective function is revealed to the corresponding agent after the decision is executed per time-step. Thus, each agent can only update t...