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Rapidly convergent series expansions for a class of resolvents

Published 22 Jul 2024 in math.NA, cs.NA, math-ph, math.AP, math.CA, and math.MP | (2407.15751v2)

Abstract: Following advances in the abstract theory of composites, we develop rapidly converging series expansions about $z=\infty$ for the resolvent ${\bf R}(z)=[z{\bf I}-{\bf P}\dagger{\bf Q}{\bf P}]{-1}$ where ${\bf Q}$ is an orthogonal projection and ${\bf P}$ is such that ${\bf P}{\bf P}\dagger$ is an orthogonal projection. It is assumed that the spectrum of ${\bf P}\dagger{\bf Q}{\bf P}$ lies within the interval $[z-,z+]$ for some known $z+\leq 1$ and $z-\geq 0$ and that the actions of the projections ${\bf Q}$ and ${\bf P}{\bf P}\dagger$ are easy to compute. The series converges in the entire $z$-plane excluding the cut $[z-,z+]$. It is obtained using subspace substitution, where the desired resolvent is tied to a resolvent in a larger space and ${\bf Q}$ gets replaced by a projection $\underline{{\bf Q}}$ that is no longer orthogonal. When $z$ is real the rate of convergence of the new method matches that of the conjugate gradient method.

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