IR Tools: a MATLAB package of iterative regularization methods and large-scale test problems

This paper describes a new MATLAB software package of iterative regularization methods and test problems for large-scale linear inverse problems. The software package, called IR TOOLS, serves two related purposes: we provide implementations of a range of iterative solvers, including several recently...

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Bibliographic Details
Published in:	Numerical algorithms Vol. 81; no. 3; pp. 773 - 811
Main Authors:	Gazzola, Silvia, Hansen, Per Christian, Nagy, James G.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.07.2019 Springer Nature B.V
Subjects:	Algebra Algorithms Computer Science Image reconstruction Inverse problems Iterative methods Matlab Matrices (mathematics) Numeric Computing Numerical Analysis Original Paper Parameters Regularization Regularization methods Software Software packages Solvers Theory of Computation Test problems Semi-convergence 65F10 Linear inverse problems 65F22 MATLAB Iterative regularization methods
ISSN:	1017-1398, 1572-9265
Online Access:	Get full text
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