Estimating the number of eigenvalues of linear operators on Banach spaces
Michael Demuth, Franz Hanauska, Marcel Hansmann, Guy Katriel

TL;DR
This paper develops bounds on the number of eigenvalues of perturbed operators on Banach spaces, generalizing classical results and extending previous work from Hilbert spaces using complex analysis and a novel finite-dimensional approach.
Contribution
It introduces a new method for estimating eigenvalues of operators on Banach spaces without relying on determinant theory, broadening the scope of spectral analysis.
Findings
Bounds on eigenvalues depend on approximation numbers of the perturbation
Generalizes classical eigenvalue distribution results to Banach spaces
Provides examples showing differences from Hilbert space cases
Abstract
Let be a bounded operator on a Banach space, and consider a perturbation , where is compact. This work is concerned with obtaining bounds on the number of eigenvalues of in subsets of the complement of the essential spectrum of , in terms of the approximation numbers of the perturbing operator . Our results can be considered as wide generalizations of classical results on the distribution of eigenvalues of compact operators, which correspond to the case . They also extend previous results on operators in Hilbert space. Our method employs complex analysis and a new finite-dimensional reduction, allowing us to avoid using the existing theory of determinants in Banach spaces, which would require strong restrictions on . Several open questions regarding the sharpness of our results are raised, and an example is constructed showing that there are some…
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.
