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Accelerated Proximal Gradient Method for Non-Strongly Convex Time-Varying Optimization

Kamijima, Tomoya et al.
arXiv (All) · Papers
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optimization-and-control
This paper studies time-varying composite optimization problems with convex but not necessarily strongly convex objective functions, on compact domains and with bounded temporal variability. As a baseline, we first analyze the time-varying proximal gradient (TV-PG) method. We show that its asymptoti
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