We consider the problem of stochastic optimization with nonlinear constraints, where the decision variable is not vector-valued but instead a function belonging to a reproducing …
Q Lü, X Liao, H Li, S Deng, S Gao - 2023 - Springer
This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed …
Q Lü, X Liao, H Li, S Deng, S Gao - Distributed Optimization in Networked …, 2022 - Springer
In this chapter, we focus on introducing a distributed online optimization problem for a set of nodes communicating on a time-varying unbalanced directed network, while considering the …
In recent years, the Internet of Things (IoT) and big data have been interconnected to a wide and deep extent through the sensing, computing, communication, and control of intelligent …