Preconditioners for Krylov subspace methods: An overview

JW Pearson, J Pestana - GAMM‐Mitteilungen, 2020 - Wiley Online Library
When simulating a mechanism from science or engineering, or an industrial process, one is
frequently required to construct a mathematical model, and then resolve this model …

Calculating vibrational spectra of molecules using tensor train decomposition

M Rakhuba, I Oseledets - The Journal of chemical physics, 2016 - pubs.aip.org
We propose a new algorithm for calculation of vibrational spectra of molecules using tensor
train decomposition. Under the assumption that eigenfunctions lie on a low-parametric …

Eigenvalue topology optimization via efficient multilevel solution of the frequency response

F Ferrari, BS Lazarov, O Sigmund - International Journal for …, 2018 - Wiley Online Library
The article presents an efficient solution method for structural topology optimization aimed at
maximizing the fundamental frequency of vibration. Nowadays, this is still a challenging …

[PDF][PDF] Iterative methods for singular linear equations and least-squares problems

SC Choi - 2006 - academia.edu
Abstract CG, MINRES, and SYMMLQ are Krylov subspace methods for solving large
symmetric systems of linear equations. CG (the conjugate-gradient method) is reliable on …

Convergence of inexact inverse iteration with application to preconditioned iterative solves

MA Freitag, A Spence - BIT Numerical Mathematics, 2007 - Springer
In this paper we study inexact inverse iteration for solving the generalised eigenvalue
problem A x= λ M x. We show that inexact inverse iteration is a modified Newton method and …

A Rayleigh–Chebyshev procedure for finding the smallest eigenvalues and associated eigenvectors of large sparse Hermitian matrices

CR Anderson - Journal of Computational Physics, 2010 - Elsevier
A procedure is presented for finding a number of the smallest eigenvalues and their
associated eigenvectors of large sparse Hermitian matrices. The procedure, a modification …

A tuned preconditioner for inexact inverse iteration applied to Hermitian eigenvalue problems

MA Freitag, A Spence - IMA journal of numerical analysis, 2008 - academic.oup.com
In this paper, we consider the computation of an eigenvalue and the corresponding
eigenvector of a large sparse Hermitian positive-definite matrix using inexact inverse …

Fast inexact subspace iteration for generalized eigenvalue problems with spectral transformation

F Xue, HC Elman - Linear Algebra and its Applications, 2011 - Elsevier
We study inexact subspace iteration for solving generalized non-Hermitian eigenvalue
problems with spectral transformation, with focus on a few strategies that help accelerate …

On Rayleigh Quotient Iteration for Dual Quaternion Hermitian Eigenvalue Problem

SQ Duan, QW Wang, XF Duan - arXiv preprint arXiv:2310.20290, 2023 - arxiv.org
The application of eigenvalue theory to dual quaternion Hermitian matrix holds significance
in the realm of multi-agent formation control. In this paper, we focus on the numerical …

[PDF][PDF] On the optimality of the inexact inverse iteration coupled with adaptive finite element methods

A Zeiser - Preprint, 2010 - dfg-spp1324.de
We study the convergence and optimality of the inverse iteration where the intermediate
problems are solved only approximately. In particular we are interested in finding an …