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AIMS Mathematics
Article . 2022 . Peer-reviewed
Data sources: Crossref
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AIMS Mathematics
Article . 2023
Data sources: DOAJ
https://dx.doi.org/10.60692/mw...
Other literature type . 2022
Data sources: Datacite
https://dx.doi.org/10.60692/rx...
Other literature type . 2022
Data sources: Datacite
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Updating $ QR $ factorization technique for solution of saddle point problems

تحديث تقنية تحليل $ QR $ لحل مشكلات نقطة السرج
Authors: Salman Zeb; M. Yousaf; Aziz Khan; Bahaaeldin Abdalla; Thabet Abdeljawad;

Updating $ QR $ factorization technique for solution of saddle point problems

Abstract

<abstract><p>We consider saddle point problem and proposed an updating $ QR $ factorization technique for its solution. In this approach, instead of working with large system which may have a number of complexities such as memory consumption and storage requirements, we computed $ QR $ factorization of matrix $ A $ and then updated its upper triangular factor $ R $ by appending the matrices $ B $ and $ \left(\begin{array}{cc} B^T &amp; -C \\ \end{array} \right) $ to obtain the solution. The $ QR $ factorization updated process consisting of updating of the upper triangular factor $ R $ and avoid the involvement of orthogonal factor $ Q $ due to its expensive storage requirements. This technique is also suited as an updating strategy when $ QR $ factorization of matrix $ A $ is available and it is required that matrices of similar nature be added to its right end or at bottom position for solving the modified problems. Numerical tests are carried out to demonstrate the applications and accuracy of the proposed approach.</p></abstract>

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Keywords

Composite material, Economics, Matrix (chemical analysis), Geometry, updating, saddle point problem, Saddle Point Problems, Quantum mechanics, Invertible matrix, Saddle, QR decomposition, Matrix decomposition, Point (geometry), Eigenvalue Problems, Numerical Integration Methods for Differential Equations, QA1-939, FOS: Mathematics, Triangular matrix, Factorization, Factor (programming language), Matrix Algorithms and Iterative Methods, Eigenvalues and eigenvectors, Numerical Analysis, Position (finance), Incomplete LU factorization, Physics, Mathematical optimization, Pure mathematics, Saddle point, Applied mathematics, Computer science, Atomic and Molecular Physics, and Optics, Materials science, Programming language, Algorithm, Computational Theory and Mathematics, Physics and Astronomy, Computer Science, Physical Sciences, Electromagnetic Scattering with Integral Equations, householder reflection, qr factorization, Mathematics, Finance, Matrix Computations

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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