Krylov methods for nonsymmetric linear systems

G Meurant, JD Tebbens - Cham: Springer, 2020 - Springer
Solving systems of algebraic linear equations is among the most frequent problems in
scientific computing. It appears in many areas like physics, engineering, chemistry, biology …

Restarting from specific points to cure breakdown in Lanczos-type algorithms

M Maharani, A Salhi - Journal of Mathematical and …, 2015 - repository.essex.ac.uk
Breakdown in Lanczos-type algorithms is a common phenomenon which is due to the non-
existence of some orthogonal polynomials. It causes the solution process to halt. It is …

[PDF][PDF] A preemptive restarting approach to beating the inherent instability of Lanczos-type algorithms

M Farooq, A Salhi - 2013 - sid.ir
Lanczos-type algorithms are well known for their inherent instability. They typically
breakdown occurs when relevant orthogonal polynomials do not exist. Current approaches …

New recurrence relationships between orthogonal polynomials which lead to new Lanczos-type algorithms

M Farooq, A Salhi - arxiv preprint arxiv:1403.0323, 2014 - arxiv.org
Lanczos methods for solving $\textit {A}\textbf {x}=\textbf {b} $ consist in constructing a
sequence of vectors $(\textbf {x} _k), k= 1,... $ such that $\textbf {r} _ {k}=\textbf {b}-\textit …

A switching approach to avoid breakdown in Lanczos-type algorithms

M Farooq, A Salhi - arxiv preprint arxiv:1405.2839, 2014 - arxiv.org
Lanczos-type algorithms are well known for their inherent instability. They typically
breakdown when relevant orthogonal polynomials do not exist. Current approaches to …

RMEIEMLA: the recent advance in improving the robustness of Lanczos-type algorithms

MA Bakar, A Salhi - AIP Conference Proceedings, 2019 - pubs.aip.org
Modified embedding interpolation and extrapolation model in Lanczos-types algorithms
(MEIEMLA) is well-nown as a strategy to avoid brea down in Lanczos-type algorithms by ta …

A19/B6: A new Lanczos-type algorithm and its implementation

Z Ullah, M Farooq, A Salhi - Journal of Prime Research in …, 2015 - repository.essex.ac.uk
Lanczos-type algorithms are mostly derived using recurrence relationships between formal
orthogonal polynomials. Various recurrence relations between these polynomials can be …

A new Lanczos type algorithm for system of linear equations

M Farooq, A Salhi - arxiv preprint arxiv:1505.07102, 2015 - arxiv.org
Lanczos-type algorithms are efficient and easy to implement. Unfortunately they breakdown
frequently and well before convergence has been achieved. These algorithms are typically …

An alternative derivation of a new Lanczos-type algorithm for systems of linear equations

S Ullah, M Farooq, A Salhi - arxiv preprint arxiv:1403.0326, 2014 - arxiv.org
Various recurrence relations between formal orthogonal polynomials can be used to derive
Lanczos-type algorithms. In this paper, we consider recurrence relation $ A_ {12} $ for the …

New Remedial Approaches to the Breakdown of Lanczos-type Algorithms

SM Ghufran - 2018 - repository.essex.ac.uk
There are numerous algorithms for the solution of systems of linear equations and
eigenvalue problems. Among such methods, one of the best known iterative schemes is the …