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math.OC2023
A Distributed Buffering Drift-Plus-Penalty Algorithm for Coupling Constrained Optimization
Dandan Wang, Daokuan Zhu, Zichong Ou +1
This paper focuses on distributed constrained optimization over time-varying directed networks, where all agents cooperate to optimize the sum of their locally accessible objective…
math.OC2023
Distributed Online Optimization with Coupled Inequality Constraints over Unbalanced Directed Networks
Dandan Wang, Daokuan Zhu, Kin Cheong Sou +1
This paper studies a distributed online convex optimization problem, where agents in an unbalanced network cooperatively minimize the sum of their time-varying local cost functions…
math.OC2023
A Mixing-Accelerated Primal-Dual Proximal Algorithm for Distributed Nonconvex Optimization
Zichong Ou, Chenyang Qiu, Dandan Wang +1
In this paper, we develop a distributed mixing-accelerated primal-dual proximal algorithm, referred to as MAP-Pro, which enables nodes in multi-agent networks to cooperatively mini…