Spectral theory of matrix-sequences: perspectives of the GLT analysis and beyond (2509.19544v1)

Abstract: In recent years there has been a growing attention on distribution results in the sense of Weyl for the collective behavior of eigenvalues and singular values of matrix-sequences. Starting from the work of Szeg\"o regarding the case of Toeplitz matrix-sequences, there has been a wealth of associated results, which culminated in the works of Tilli and of Tyrtyshnikov, Zamarashkin, and of the author for preconditioned and non-preconditioned $r$-block $d$-level Toeplitz matrix-sequences with Lebesgue integrable generating functions. In the latter the use of matrix-valued linear positive operators and related Korovkin theories has been crucial. The subsequent steps induced by the analysis of preconditioning techniques and inspired by the rich world of the (pseudo) differential operators have been studies from the same perspective of matrix-sequences with hidden (asymptotic) structure, widely studied in the literature. The widest generalization is represented by the notion of generalized locally Toeplitz matrix-sequences, which have inherent hidden structure and which include virtually any approximation via local numerical methods of (systems of) integral equations, partial and fractional differential equations, also with nonsmooth variable coefficients and irregular bounded/unbounded domains/manifolds. In the current work, instead of focusing on a specific type of results, starting from the most recent advances on the topic, we describe shortly a series of open problems, challenges to be developed in the future.