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A Streamlined Artificial Variable Free Version of Simplex Method

This paper proposes a streamlined form of simplex method which provides some great benefits over traditional simplex method. For instance, it does not need any kind of artificial variables or artificial constraints; it could start with any feasible or infeasible basis of an LP. This method follows t...

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Detalles Bibliográficos
Autores principales: Inayatullah, Syed, Touheed, Nasir, Imtiaz, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4358952/
https://www.ncbi.nlm.nih.gov/pubmed/25767883
http://dx.doi.org/10.1371/journal.pone.0116156
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author Inayatullah, Syed
Touheed, Nasir
Imtiaz, Muhammad
author_facet Inayatullah, Syed
Touheed, Nasir
Imtiaz, Muhammad
author_sort Inayatullah, Syed
collection PubMed
description This paper proposes a streamlined form of simplex method which provides some great benefits over traditional simplex method. For instance, it does not need any kind of artificial variables or artificial constraints; it could start with any feasible or infeasible basis of an LP. This method follows the same pivoting sequence as of simplex phase 1 without showing any explicit description of artificial variables which also makes it space efficient. Later in this paper, a dual version of the new method has also been presented which provides a way to easily implement the phase 1 of traditional dual simplex method. For a problem having an initial basis which is both primal and dual infeasible, our methods provide full freedom to the user, that whether to start with primal artificial free version or dual artificial free version without making any reformulation to the LP structure. Last but not the least, it provides a teaching aid for the teachers who want to teach feasibility achievement as a separate topic before teaching optimality achievement.
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spelling pubmed-43589522015-03-23 A Streamlined Artificial Variable Free Version of Simplex Method Inayatullah, Syed Touheed, Nasir Imtiaz, Muhammad PLoS One Research Article This paper proposes a streamlined form of simplex method which provides some great benefits over traditional simplex method. For instance, it does not need any kind of artificial variables or artificial constraints; it could start with any feasible or infeasible basis of an LP. This method follows the same pivoting sequence as of simplex phase 1 without showing any explicit description of artificial variables which also makes it space efficient. Later in this paper, a dual version of the new method has also been presented which provides a way to easily implement the phase 1 of traditional dual simplex method. For a problem having an initial basis which is both primal and dual infeasible, our methods provide full freedom to the user, that whether to start with primal artificial free version or dual artificial free version without making any reformulation to the LP structure. Last but not the least, it provides a teaching aid for the teachers who want to teach feasibility achievement as a separate topic before teaching optimality achievement. Public Library of Science 2015-03-13 /pmc/articles/PMC4358952/ /pubmed/25767883 http://dx.doi.org/10.1371/journal.pone.0116156 Text en © 2015 Inayatullah et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Inayatullah, Syed
Touheed, Nasir
Imtiaz, Muhammad
A Streamlined Artificial Variable Free Version of Simplex Method
title A Streamlined Artificial Variable Free Version of Simplex Method
title_full A Streamlined Artificial Variable Free Version of Simplex Method
title_fullStr A Streamlined Artificial Variable Free Version of Simplex Method
title_full_unstemmed A Streamlined Artificial Variable Free Version of Simplex Method
title_short A Streamlined Artificial Variable Free Version of Simplex Method
title_sort streamlined artificial variable free version of simplex method
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4358952/
https://www.ncbi.nlm.nih.gov/pubmed/25767883
http://dx.doi.org/10.1371/journal.pone.0116156
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