Singular perturbation in heavy ball dynamics
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866915057720360960 |
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| author | Josz, Cedric Li, Xiaopeng |
| author_facet | Josz, Cedric Li, Xiaopeng |
| contents | Given a $C^{1,1}_\mathrm{loc}$ lower bounded function $f:\mathbb{R}^n\rightarrow \mathbb{R}$ definable in an o-minimal structure on the real field, we show that the singular perturbation $ε\searrow 0$ in the heavy ball system \begin{equation} \label{eq:P_eps} \tag{$P_ε$}
ε\ddot{x}_ε(t) + γ\dot{x}_ε(t) + \nabla f(x_ε(t)) = 0, ~~~ \forall t \geqslant 0, ~~~ x_ε(0) = x_0, ~~~ \dot{x}_ε(0) = \dot{x}_0, \end{equation} preserves boundedness of solutions, where $γ>0$ is the friction and $(x_0,\dot{x}_0) \in \mathbb{R}^n \times \mathbb{R}^n$ 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_15044 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Singular perturbation in heavy ball dynamics Josz, Cedric Li, Xiaopeng Dynamical Systems Optimization and Control Given a $C^{1,1}_\mathrm{loc}$ lower bounded function $f:\mathbb{R}^n\rightarrow \mathbb{R}$ definable in an o-minimal structure on the real field, we show that the singular perturbation $ε\searrow 0$ in the heavy ball system \begin{equation} \label{eq:P_eps} \tag{$P_ε$} ε\ddot{x}_ε(t) + γ\dot{x}_ε(t) + \nabla f(x_ε(t)) = 0, ~~~ \forall t \geqslant 0, ~~~ x_ε(0) = x_0, ~~~ \dot{x}_ε(0) = \dot{x}_0, \end{equation} preserves boundedness of solutions, where $γ>0$ is the friction and $(x_0,\dot{x}_0) \in \mathbb{R}^n \times \mathbb{R}^n$ 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. |
| title | Singular perturbation in heavy ball dynamics |
| topic | Dynamical Systems Optimization and Control |
| url | https://arxiv.org/abs/2407.15044 |