The numerical range and the spectrum of a product of two orthogonal projections
Hubert Klaja (LPP)

TL;DR
This paper characterizes the numerical range of the product of two orthogonal projections in Hilbert space, linking it to the spectrum and geometric properties, with applications to convergence rates and harmonic analysis.
Contribution
It provides an explicit description of the numerical range as a convex hull of ellipses parametrized by the spectrum, improving previous results and connecting to practical applications.
Findings
Numerical range described as convex hull of ellipses
Estimate of sector opening based on Friedrichs angle
Applications to convergence rates and harmonic analysis
Abstract
The aim of this paper is to describe the closure of the numerical range of the product of two orthogonal projections in Hilbert space as a closed convex hull of some explicit ellipses parametrized by points in the spectrum. Several improvements (removing the closure of the numerical range of the operator, using a parametrization after its eigenvalues) are possible under additional assumptions. An estimate of the least angular opening of a sector with vertex 1 containing the numerical range of a product of two orthogonal projections onto two subspaces is given in terms of the cosine of the Friedrichs angle. Applications to the rate of convergence in the method of alternating projections and to the uncertainty principle in harmonic analysis are also discussed.
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
TopicsProbabilistic and Robust Engineering Design · Numerical methods in inverse problems · Scientific Measurement and Uncertainty Evaluation
