[HTML][HTML] Dissecting the FEAST algorithm for generalized eigenproblems

L Krämer, E Di Napoli, M Galgon, B Lang… - Journal of computational …, 2013 - Elsevier
We analyze the FEAST method for computing selected eigenvalues and eigenvectors of
large sparse matrix pencils. After establishing the close connection between FEAST and the …

The FEAST algorithm for large eigenvalue problems

M Galgon, L Krämer, B Lang - PAMM, 2011 - Wiley Online Library
We consider the eigensolver named FEAST that was introduced by Polizzi in 2009 [1]. This
solver, tailored to the (partial) solution of large sparse (generalized) eigenproblems offers …

Solving singular generalized eigenvalue problems. Part II: Projection and augmentation

ME Hochstenbach, C Mehl, B Plestenjak - SIAM Journal on Matrix Analysis …, 2023 - SIAM
Generalized eigenvalue problems involving a singular pencil may be very challenging to
solve, both with respect to accuracy and efficiency. While Part I presented a rank-completing …

Solving singular generalized eigenvalue problems by a rank-completing perturbation

ME Hochstenbach, C Mehl, B Plestenjak - SIAM Journal on Matrix Analysis …, 2019 - SIAM
Generalized eigenvalue problems involving a singular pencil are very challenging to solve,
with respect to both accuracy and efficiency. The existing package Guptri is very elegant but …

Zolotarev quadrature rules and load balancing for the FEAST eigensolver

S Guttel, E Polizzi, PTP Tang, G Viaud - SIAM Journal on Scientific Computing, 2015 - SIAM
The FEAST method for solving large sparse eigenproblems is equivalent to subspace
iteration with an approximate spectral projector and implicit orthogonalization. This relation …

A bibliographical tour of the large, sparse generalized eigenvalue problem

GW Stewart - Sparse matrix computations, 1976 - Elsevier
A BIBLIOGRAPHICAL TOUR OF THE LARGE, SPARSE GENERALIZED EIGENVALUE
PROBLEM - ScienceDirect Skip to main contentSkip to article Elsevier logo Journals & Books …

A FEAST algorithm with oblique projection for generalized eigenvalue problems

G Yin, RH Chan, MC Yeung - Numerical Linear Algebra with …, 2017 - Wiley Online Library
The contour integral‐based eigensolvers are the recent efforts for computing the
eigenvalues inside a given region in the complex plane. The best‐known members are the …

A method for computing a few eigenpairs of large generalized eigenvalue problems

M Alkilayh, L Reichel, Q Ye - Applied Numerical Mathematics, 2023 - Elsevier
Many methods for the computation of selected eigenpairs of generalized eigenproblems for
matrix pairs use a shift-and-invert technique. When applied to large-scale problems, this …

[PDF][PDF] A survey of software for sparse eigenvalue problems

V Hernandez, JE Roman, A Tomas… - Universitat Politecnica De …, 2009 - slepc.upv.es
This document is a survey of freely available software tools for the numerical solution of
large sparse eigenvalue problems. It includes a list of libraries, programs or subroutines …

[图书][B] Templates for the solution of algebraic eigenvalue problems: a practical guide

Z Bai, J Demmel, J Dongarra, A Ruhe, H van der Vorst - 2000 - SIAM
In many large scale scientific or engineering computations, ranging from computing the
frequency response of a circuit to the earthquake response of a buildingto the energy levels …