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...
Main Authors: | , , , , |
---|---|
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 |
id |
doaj-aed2d11bf6a94215bfcd322801e5e0c7 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT hafsaatharjafree aspaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT muhammadimtiaz aspaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT syedinayatullah aspaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT foziahanifkhan aspaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT tajuddinnizami aspaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT hafsaatharjafree spaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT muhammadimtiaz spaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT syedinayatullah spaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT foziahanifkhan spaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix AT tajuddinnizami spaceefficientflexiblepivotselectionapproachtoevaluatedeterminantandinverseofamatrix |
_version_ |
1725279509816541184 |