English

Asymptotic for the perturbed heavy ball system with vanishing damping term

Optimization and Control 2016-09-15 v2

Abstract

We investigate the long time behavior of solutions to the differential equation x¨(t)+c(t+1)αx˙(t)+Φ(x(t))=g(t), t0,\ddot{x}(t)+\frac{c}{\left( t+1\right) ^{\alpha}}\dot{x}(t)+\nabla \Phi\left( x(t)\right) =g(t),~t\geq0, where cc is nonnegative constant, α[0,1[,\alpha\in\lbrack0,1[, Φ\Phi is a C1C^{1} convex function on a Hilbert space H\mathcal{H} and gL1(0,+;H).g\in L^{1} (0,+\infty;\mathcal{H}). We obtain sufficient conditions on the source term g(t)g(t) ensuring the weak or the strong convergence of any trajectory x(t)x(t) as t+t\rightarrow+\infty to a minimizer of the function Φ\Phi if one exists.

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Cite

@article{arxiv.1609.00135,
  title  = {Asymptotic for the perturbed heavy ball system with vanishing damping term},
  author = {Mounir Balti and Ramzi May},
  journal= {arXiv preprint arXiv:1609.00135},
  year   = {2016}
}

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12 pages