Articles with "time gradient" as a keyword



A Continuous-Time Gradient-Tracking Algorithm for Directed Networks

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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… read more here.

Keywords: directed networks; continuous time; gradient tracking; time gradient ... See more keywords