A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.

This paper presents new simple approaches for evaluating determinant and inverse of a matrix. The choice of pivot selection has been kept arbitrary thus they reduce the error while solving an ill conditioned system. Computation of determinant of a matrix has been made more efficient by saving unnece...

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Main Authors: Hafsa Athar Jafree, Muhammad Imtiaz, Syed Inayatullah, Fozia Hanif Khan, Tajuddin Nizami
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3911988?pdf=render
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spelling doaj-aed2d11bf6a94215bfcd322801e5e0c72020-11-25T00:43:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0192e8721910.1371/journal.pone.0087219A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.Hafsa Athar JafreeMuhammad ImtiazSyed InayatullahFozia Hanif KhanTajuddin NizamiThis paper presents new simple approaches for evaluating determinant and inverse of a matrix. The choice of pivot selection has been kept arbitrary thus they reduce the error while solving an ill conditioned system. Computation of determinant of a matrix has been made more efficient by saving unnecessary data storage and also by reducing the order of the matrix at each iteration, while dictionary notation [1] has been incorporated for computing the matrix inverse thereby saving unnecessary calculations. These algorithms are highly class room oriented, easy to use and implemented by students. By taking the advantage of flexibility in pivot selection, one may easily avoid development of the fractions by most. Unlike the matrix inversion method [2] and [3], the presented algorithms obviate the use of permutations and inverse permutations.http://europepmc.org/articles/PMC3911988?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Hafsa Athar Jafree
Muhammad Imtiaz
Syed Inayatullah
Fozia Hanif Khan
Tajuddin Nizami
spellingShingle Hafsa Athar Jafree
Muhammad Imtiaz
Syed Inayatullah
Fozia Hanif Khan
Tajuddin Nizami
A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
PLoS ONE
author_facet Hafsa Athar Jafree
Muhammad Imtiaz
Syed Inayatullah
Fozia Hanif Khan
Tajuddin Nizami
author_sort Hafsa Athar Jafree
title A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
title_short A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
title_full A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
title_fullStr A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
title_full_unstemmed A space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
title_sort space efficient flexible pivot selection approach to evaluate determinant and inverse of a matrix.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description This paper presents new simple approaches for evaluating determinant and inverse of a matrix. The choice of pivot selection has been kept arbitrary thus they reduce the error while solving an ill conditioned system. Computation of determinant of a matrix has been made more efficient by saving unnecessary data storage and also by reducing the order of the matrix at each iteration, while dictionary notation [1] has been incorporated for computing the matrix inverse thereby saving unnecessary calculations. These algorithms are highly class room oriented, easy to use and implemented by students. By taking the advantage of flexibility in pivot selection, one may easily avoid development of the fractions by most. Unlike the matrix inversion method [2] and [3], the presented algorithms obviate the use of permutations and inverse permutations.
url http://europepmc.org/articles/PMC3911988?pdf=render
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