Results 11 to 20 of about 411 (241)

Performance impact of precision reduction in sparse linear systems solvers [PDF]

open access: yesPeerJ Computer Science, 2022
It is well established that reduced precision arithmetic can be exploited to accelerate the solution of dense linear systems. Typical examples are mixed precision algorithms that reduce the execution time and the energy consumption of parallel solvers ...
Mawussi Zounon   +3 more
doaj   +3 more sources

Pseudoinverse preconditioners and iterative methods for large dense linear least-squares problems [PDF]

open access: yesBulletin of Computational Applied Mathematics, 2013
We address the issue of approximating the pseudoinverse of the coefficient matrix for dynamically building preconditioning strategies for the numerical solution of large dense linear least-squares problems.
Oskar Cahueñas   +2 more
doaj   +2 more sources

Applying approximate LU-factorizations as preconditioners in eight iterative methods for solving systems of linear algebraic equations

open access: yesOpen Mathematics, 2013
AbstractMany problems arising in different fields of science and engineering can be reduced, by applying some appropriate discretization, either to a system of linear algebraic equations or to a sequence of such systems. The solution of a system of linear algebraic equations is very often the most time-consuming part of the computational process during
Zlatev Zahari, Georgiev Krassimir
doaj   +2 more sources

Rational Approximations in Robust Preconditioning of Multiphysics Problems

open access: yesMathematics, 2022
Multiphysics or multiscale problems naturally involve coupling at interfaces which are manifolds of lower dimensions. The block-diagonal preconditioning of the related saddle-point systems is among the most efficient approaches for numerically solving ...
Stanislav Harizanov   +2 more
doaj   +1 more source

The effect of near-zone preconditioning on electromagnetic integral equations of first and second kind [PDF]

open access: yesAdvances in Radio Science, 2013
The linear equation systems which arise from the discretization of surface integral equations are conveniently solved with iterative methods because of the possibility to employ fast integral methods like the Multilevel Fast Multipole Method.
O. Wiedenmann, T. F. Eibert
doaj   +1 more source

Pragmatic solvers for 3D Stokes and elasticity problems with heterogeneous coefficients: evaluating modern incomplete LDLT preconditioners [PDF]

open access: yesSolid Earth, 2020
The need to solve large saddle point systems within computational Earth sciences is ubiquitous. Physical processes giving rise to these systems include porous flow (the Darcy equations), poroelasticity, elastostatics, and highly viscous flows (the Stokes
P. Sanan   +3 more
doaj   +1 more source

Reusing Preconditioners in Projection Based Model Order Reduction Algorithms

open access: yesIEEE Access, 2020
Dynamical systems are pervasive in almost all engineering and scientific applications. Simulating such systems is computationally very intensive. Hence, Model Order Reduction (MOR) is used to reduce them to a lower dimension.
Navneet Pratap Singh, Kapil Ahuja
doaj   +1 more source

Generalized Structure Preserving Preconditioners for Frame-Based Image Deblurring

open access: yesMathematics, 2020
We are interested in fast and stable iterative regularization methods for image deblurring problems with space invariant blur. The associated coefficient matrix has a Block Toeplitz Toeplitz Blocks (BTTB) like structure plus a small rank correction ...
Davide Bianchi, Alessandro Buccini
doaj   +1 more source

A Preconditioned Iterative Method for Solving Systems of Nonlinear Equations Having Unknown Multiplicity

open access: yesAlgorithms, 2017
A modification to an existing iterative method for computing zeros with unknown multiplicities of nonlinear equations or a system of nonlinear equations is presented.
Fayyaz Ahmad   +6 more
doaj   +1 more source

Construction of an iterative method for solving a nonlinear elliptic equation based on a mixed finite element method

open access: yesВестник КазНУ. Серия математика, механика, информатика, 2020
This article is devoted to the construction and study of the finite element method for solving a two-dimensional nonlinear equation of elliptic type.
D.R. Baigereyev   +2 more
doaj   +1 more source

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