Approximation order of Kolmogorov, Gel'fand, and linear widths for Sobolev embeddings in euclidian measure spaces
Marc Kesseb\"ohmer, Linus Wiegmann

TL;DR
This paper determines the exact approximation orders of Kolmogorov, Gel'fand, and linear widths for Sobolev space embeddings into measure spaces, linking these orders to the measure's $L^{q}$-spectrum and fractal dimensions.
Contribution
It provides a complete solution for the approximation orders in Sobolev embeddings with arbitrary measures, relating them to spectral and fractal properties.
Findings
Exact approximation orders expressed via $L^{q}$-spectrum.
Conditions on $L^{q}$-spectrum regularity for existence of approximation orders.
Connections established between approximation order and Minkowski dimensions.
Abstract
In this paper we completely solve the problem of finding the (upper) approximation order with respect to the Kolmogorov, Gel'fand, and linear widths for the embedding of the Sobolev spaces and in the euclidian measure spaces for an arbitrary Borel probability measure with support contained in the open -dimensional unit cube and for all possible choices of . We will determine the exact values for the various upper approximation orders in terms of the -spectrum of only and finally give sufficient conditions imposed on the regularity of the -spectrum for the approximation orders to exist. We also elucidate some intrinsic connections between the concept of approximation order and the fractal geometric notion of the upper and lower Minkowski dimension of the support of .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Approximation and Integration · Mathematical Dynamics and Fractals · Advanced Numerical Analysis Techniques
