1 citations · 1 across the 3 of their papers we have counts for
4 papers
Distributed MPC-based Coordination of Traffic Perimeter and Signal Control: A Lexicographic Optimization Approach
Viet Hoang Pham, Hyo-Sung Ahn
This paper introduces a comprehensive strategy that integrates traffic perimeter control with traffic signal control to alleviate congestion in an urban traffic network (UTN). The…
Distributed Deep Learning using Stochastic Gradient Staleness
Viet Hoang Pham, Hyo-Sung Ahn
Despite the notable success of deep neural networks (DNNs) in solving complex tasks, the training process still remains considerable challenges. A primary obstacle is the substanti…
Distributed solution methods for MPC based energy management method of interconnected microgrids: Dual ascent vs ADMM
Viet Hoang Pham, Hyo-Sung Ahn
This paper considers an optimal energy management problem for a network of interconnected microgrids. A model predictive control (MPC) approach is used to avoid capacity constraint…
Distributed least square solution method to linear algebraic equations over multiagent networks
Viet Hoang Pham, Hyo-Sung Ahn
This paper designs a distributed least square solution method for a linear algebraic equation over a multiagent network. The coefficient matrix is divided into multiple blocks, and…