Stability of a regularized Newton method with two potentials
Optimization and Control
2024-10-25 v1
Abstract
In a Hilbert space setting, we study the stability properties of the regularized continuous Newton method with two potentials, which aims at solving inclusions governed by structured monotone operators. The Levenberg-Marquardt regularization term acts in an open loop way. As a byproduct of our study, we can take the regularization coefficient of bounded variation. These stability results are directly related to the study of numerical algorithms that combine forward-backward and Newton's methods.
Cite
@article{arxiv.1505.05418,
title = {Stability of a regularized Newton method with two potentials},
author = {Boushra Abbas},
journal= {arXiv preprint arXiv:1505.05418},
year = {2024}
}
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