464 citations · 3k across the 68 of their papers we have counts for
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A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization
Tsung-Hui Chang
This paper studies efficient distributed optimization methods for multi-agent networks. Specifically, we consider a convex optimization problem with a globally coupled linear equal…
Multi-Agent Distributed Optimization via Inexact Consensus ADMM
Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang
Multi-agent distributed consensus optimization problems arise in many signal processing applications. Recently, the alternating direction method of multipliers (ADMM) has been used…
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method
Tsung-Hui Chang, Angelia Nedić, Anna Scaglione
Various distributed optimization methods have been developed for solving problems which have simple local constraint sets and whose objective function is the sum of local cost func…
Real-Time Power Balancing via Decentralized Coordinated Home Energy Scheduling
Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione
It is anticipated that an uncoordinated operation of individual home energy management (HEM) systems in a neighborhood would have a rebound effect on the aggregate demand profile.…
Coordinated Home Energy Management for Real-Time Power Balancing
Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione
This paper proposes a coordinated home energy management system (HEMS) architecture where the distributed residential units cooperate with each other to achieve real-time power bal…