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Asymptotic for a second order evolution equation with convex potential and vanishing damping term
Published 18 Sep 2015 in math.OC | (1509.05598v2)
Abstract: In this short note, we recover by a different method the new result due to Attouch, Peyrouqet and Redont concerning the weak convergence as $t\rightarrow+\infty$ of solutions $x(t)$ to the second order differential equation [ x{\prime\prime}(t)+\frac{K}{t}x{\prime}(t)+\nabla\Phi(x(t))=0, ] where $K>3$ and $\Phi$ is a smooth convex function defined on an Hilbert Space $\mathcal{H}.$ Moreover, we improve slightly their result on the rate of convergence of $\Phi(x(t))-\min\Phi.$
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