Krylov solvability of unbounded inverse linear problems
Abstract
The abstract issue of 'Krylov solvability' is extensively discussed for the inverse problem where is a (possibly unbounded) linear operator on an infinite-dimensional Hilbert space, and is a datum in the range of . The question consists of whether the solution can be approximated in the Hilbert norm by finite linear combinations of , and whether solutions of this sort exist and are unique. After revisiting the known picture when is bounded, we study the general case of a densely defined and closed . Intrinsic operator-theoretic mechanisms are identified that guarantee or prevent Krylov solvability, with new features arising due to the unboundedness. Such mechanisms are checked in the self-adjoint case, where Krylov solvability is also proved by conjugate-gradient-based techniques.
Cite
@article{arxiv.2001.08127,
title = {Krylov solvability of unbounded inverse linear problems},
author = {Noe Caruso and Alessandro Michelangeli},
journal= {arXiv preprint arXiv:2001.08127},
year = {2020}
}