Singular perturbation in heavy ball dynamics
Dynamical Systems
2024-12-12 v2 Optimization and Control
Abstract
Given a lower bounded function definable in an o-minimal structure on the real field, we show that the singular perturbation in the heavy ball system \begin{equation} \label{eq:P_eps} \tag{} \epsilon\ddot{x}_\epsilon(t) + \gamma\dot{x}_\epsilon(t) + \nabla f(x_\epsilon(t)) = 0, ~~~ \forall t \geqslant 0, ~~~ x_\epsilon(0) = x_0, ~~~ \dot{x}_\epsilon(0) = \dot{x}_0, \end{equation} preserves boundedness of solutions, where is the friction and is the initial condition. This complements the work of Attouch, Goudou, and Redont which deals with finite time horizons. In other words, this work studies the asymptotic behavior of a ball rolling on a surface subject to gravitation and friction, without assuming convexity nor coercivity.
Keywords
Cite
@article{arxiv.2407.15044,
title = {Singular perturbation in heavy ball dynamics},
author = {Cedric Josz and Xiaopeng Li},
journal= {arXiv preprint arXiv:2407.15044},
year = {2024}
}