Kolmogorov widths under holomorphic mappings
Abstract
If is a bounded linear operator mapping the Banach space into the Banach space and is a compact set in , then the Kolmogorov widths of the image do not exceed those of multiplied by the norm of . We extend this result from linear maps to holomorphic mappings from to in the following sense: when the widths of are for some , then those of are for any , We then use these results to prove various theorems about Kolmogorov widths of manifolds consisting of solutions to certain parametrized PDEs. Results of this type are important in the numerical analysis of reduced bases and other reduced modeling methods, since the best possible performance of such methods is governed by the rate of decay of the Kolmogorov widths of the solution manifold.
Keywords
Cite
@article{arxiv.1502.06795,
title = {Kolmogorov widths under holomorphic mappings},
author = {Albert Cohen and Ronald Devore},
journal= {arXiv preprint arXiv:1502.06795},
year = {2015}
}