A Robust Optimization Approach to Network Control Using Local Information Exchange
提出一种仅依赖局部邻居通信的网络控制方法，在降低计算量和保护隐私的同时，实现与传统全局通信模型相近的效果，适用于能源管理和供应链等场景。
Managing networks often involves extensive communication between all parts of the system, which can be inefficient and raise privacy concerns. This paper explores an alternative approach where each part of the system only communicates with its closest neighbors. By simplifying the communication structure, the system can operate with less computational effort while maintaining privacy. Applied to areas like energy management and supply chains, this method has the potential to provide similar outcomes to traditional models but with fewer communication requirements. The results suggest that this approach could offer a more efficient and privacy-conscious way to manage networks.