English

Estimates of the Kolmogorov n-width for nonlinear transformations with application to distributed-parameter control systems

Optimization and Control 2024-07-02 v2

Abstract

This paper aims at characterizing the approximability of bounded sets in the range of nonlinear operators in Banach spaces by finite-dimensional linear varieties. In particular, the class of operators we consider includes the endpoint maps of nonlinear distributed-parameter control systems. We describe the relationship between the Kolmogorov n-width of a bounded subset and the width of its image under an essentially nonlinear transformation. We propose explicit estimates of the n-width in the space of images in terms of the affine part of the corresponding operator and the width of its nonlinear perturbation. These nn-width estimates enable us to describe the reachable sets for infinite-dimensional bilinear control systems, with applications to controlling the Euler-Bernoulli beam using a contraction force and to a single-input Schr\"odinger equation.

Keywords

Cite

@article{arxiv.2403.06029,
  title  = {Estimates of the Kolmogorov n-width for nonlinear transformations with application to distributed-parameter control systems},
  author = {Alexander Zuyev and Lihong Feng and Peter Benner},
  journal= {arXiv preprint arXiv:2403.06029},
  year   = {2024}
}

Comments

This is a preprint version of the paper submitted to the IEEE L-CSS and CDC 2024

R2 v1 2026-06-28T15:14:41.578Z