167 citations · 234 across the 10 of their papers we have counts for
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3 papers · 1 filter
math.OC2020★ 2 cited
A Novel Cryptography-Based Privacy-Preserving Decentralized Optimization Paradigm
Xiang Huo, Mingxi Liu
Existing large-scale optimization schemes are challenged by both scalability and cyber-security. With the favorable scalability, adaptability, and flexibility, decentralized and di…
math.OC2020
Two-Facet Scalable Cooperative Optimization of Multi-Agent Systems in The Networked Environment
Xiang Huo, Mingxi Liu
Cooperatively optimizing a vast number of agents that are connected over a large-scale network brings unprecedented scalability challenges. This paper revolves around problems opti…
math.OC2020★ 1 cited
Decentralized Electric Vehicle Charging Control via a Novel Shrunken Primal Multi-Dual Subgradient (SPMDS) Algorithm
Xiang Huo, Mingxi Liu
The charging processes of a large number of electric vehicles (EVs) require coordination and control for the alleviation of their impacts on the distribution network and for the pr…