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Published in 2024 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2024.3417856
Abstract: In this letter, we consider the problem of unconstrained convex optimization over directed networks and design a continuous-time (CT) gradient-tracking dynamics to address it. First, we establish that the optimum of the distributed optimization problem…
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Keywords:
directed networks;
continuous time;
gradient tracking;
time gradient ... See more keywords