Algoritmo de Karmarkar y matrices ralas
This is the second of a series of two articles en which we study the Karmarkar’s method. In this article we are going to show how can we use sparse matrix theory to get an efficient implementation of the Karmarkar’s process presented in the first article. In phase I of the Karmarkar’s process, it wa...
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Format: | Article |
Language: | English |
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Universidad de Costa Rica
2009-02-01
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Series: | Revista de Matemática: Teoría y Aplicaciones |
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Online Access: | https://revistas.ucr.ac.cr/index.php/matematica/article/view/117 |
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author | Juan Félix Ávila Herrera |
author_facet | Juan Félix Ávila Herrera |
author_sort | Juan Félix Ávila Herrera |
collection | DOAJ |
description | This is the second of a series of two articles en which we study the Karmarkar’s method. In this article we are going to show how can we use sparse matrix theory to get an efficient implementation of the Karmarkar’s process presented in the first article. In phase I of the Karmarkar’s process, it was evident how the size of the technological matrix increased. However, the new matrix has a special structure in which we observed the presence of zero’s blocks that make it a sparse matrix. We will discuss here some techniques to be used with this kind of matrix. Finally we propose a Kamarkar’s variant that takes advantage of this situation. |
first_indexed | 2024-03-12T20:20:34Z |
format | Article |
id | doaj.art-82f4ea84cccc42b888aa863f7f5be649 |
institution | Directory Open Access Journal |
issn | 2215-3373 |
language | English |
last_indexed | 2024-03-12T20:20:34Z |
publishDate | 2009-02-01 |
publisher | Universidad de Costa Rica |
record_format | Article |
series | Revista de Matemática: Teoría y Aplicaciones |
spelling | doaj.art-82f4ea84cccc42b888aa863f7f5be6492023-08-02T00:58:17ZengUniversidad de Costa RicaRevista de Matemática: Teoría y Aplicaciones2215-33732009-02-0122354810.15517/rmta.v2i2.117102Algoritmo de Karmarkar y matrices ralasJuan Félix Ávila Herrera0Universidad Nacional, Escuela de InformáticaThis is the second of a series of two articles en which we study the Karmarkar’s method. In this article we are going to show how can we use sparse matrix theory to get an efficient implementation of the Karmarkar’s process presented in the first article. In phase I of the Karmarkar’s process, it was evident how the size of the technological matrix increased. However, the new matrix has a special structure in which we observed the presence of zero’s blocks that make it a sparse matrix. We will discuss here some techniques to be used with this kind of matrix. Finally we propose a Kamarkar’s variant that takes advantage of this situation.https://revistas.ucr.ac.cr/index.php/matematica/article/view/117método de Karmarkar |
spellingShingle | Juan Félix Ávila Herrera Algoritmo de Karmarkar y matrices ralas Revista de Matemática: Teoría y Aplicaciones método de Karmarkar |
title | Algoritmo de Karmarkar y matrices ralas |
title_full | Algoritmo de Karmarkar y matrices ralas |
title_fullStr | Algoritmo de Karmarkar y matrices ralas |
title_full_unstemmed | Algoritmo de Karmarkar y matrices ralas |
title_short | Algoritmo de Karmarkar y matrices ralas |
title_sort | algoritmo de karmarkar y matrices ralas |
topic | método de Karmarkar |
url | https://revistas.ucr.ac.cr/index.php/matematica/article/view/117 |
work_keys_str_mv | AT juanfelixavilaherrera algoritmodekarmarkarymatricesralas |