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math.OC2024
Globally-Constrained Decentralized Optimization with Variable Coupling
Dandan Wang, Xuyang Wu, Zichong Ou +1
Many realistic decision-making problems in networked scenarios, such as formation control and collaborative task offloading, often involve complicatedly entangled local decisions,…
math.OC2024
A Zeroth-Order Proximal Algorithm for Consensus Optimization
Chengan Wang, Zichong Ou, Jie Lu
This paper considers a consensus optimization problem, where all the nodes in a network, with access to the zeroth-order information of its local objective function only, attempt t…