Subgradient averaging for multi-agent optimization with different constraint sets

We consider a multi-agent setting with agents exchanging information over a possibly time-varying network, aiming at minimising a separable objective function subject to constraints. To achieve this objective we propose a novel subgradient averaging algorithm that allows for non-differentiable objec...

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Bibliographic Details
Main Authors: Romao, L, Margellos, K, Papachristodoulou, A, Notarstefano, G
Format: Journal article
Language:English
Published: Elsevier 2021