Column-generation in integer linear programming
We present an exact method for integer linear programming problems that combines branch and bound with column generation at each node of the search tree. For the case of models involving binary column vectors only, we propose the use of so-called geometrical cuts to be added to the subproblem in ord...
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todo:paper_03990559_v37_n2_p67_Maculan2023-10-03T15:34:03Z Column-generation in integer linear programming Maculan, N. De Mendonça Passini, M. De Moura Brito, J.A. Loiseau, I. Branch-and-price Column-generation Integer programming Binary sequences Computational geometry Computational methods Integer programming Problem solving Telecommunication networks Vectors Binary column vectors Column generation Integer linear programming Integer problems Linear programming We present an exact method for integer linear programming problems that combines branch and bound with column generation at each node of the search tree. For the case of models involving binary column vectors only, we propose the use of so-called geometrical cuts to be added to the subproblem in order to eliminate previously generated columns. This scheme could be applied to general integer problems without specific structure. We report computational results on a successful application of this approach to a telecommunications network planning problem. © EDP Sciences 2003. Fil:Loiseau, I. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. JOUR info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_03990559_v37_n2_p67_Maculan |
institution |
Universidad de Buenos Aires |
institution_str |
I-28 |
repository_str |
R-134 |
collection |
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) |
topic |
Branch-and-price Column-generation Integer programming Binary sequences Computational geometry Computational methods Integer programming Problem solving Telecommunication networks Vectors Binary column vectors Column generation Integer linear programming Integer problems Linear programming |
spellingShingle |
Branch-and-price Column-generation Integer programming Binary sequences Computational geometry Computational methods Integer programming Problem solving Telecommunication networks Vectors Binary column vectors Column generation Integer linear programming Integer problems Linear programming Maculan, N. De Mendonça Passini, M. De Moura Brito, J.A. Loiseau, I. Column-generation in integer linear programming |
topic_facet |
Branch-and-price Column-generation Integer programming Binary sequences Computational geometry Computational methods Integer programming Problem solving Telecommunication networks Vectors Binary column vectors Column generation Integer linear programming Integer problems Linear programming |
description |
We present an exact method for integer linear programming problems that combines branch and bound with column generation at each node of the search tree. For the case of models involving binary column vectors only, we propose the use of so-called geometrical cuts to be added to the subproblem in order to eliminate previously generated columns. This scheme could be applied to general integer problems without specific structure. We report computational results on a successful application of this approach to a telecommunications network planning problem. © EDP Sciences 2003. |
format |
JOUR |
author |
Maculan, N. De Mendonça Passini, M. De Moura Brito, J.A. Loiseau, I. |
author_facet |
Maculan, N. De Mendonça Passini, M. De Moura Brito, J.A. Loiseau, I. |
author_sort |
Maculan, N. |
title |
Column-generation in integer linear programming |
title_short |
Column-generation in integer linear programming |
title_full |
Column-generation in integer linear programming |
title_fullStr |
Column-generation in integer linear programming |
title_full_unstemmed |
Column-generation in integer linear programming |
title_sort |
column-generation in integer linear programming |
url |
http://hdl.handle.net/20.500.12110/paper_03990559_v37_n2_p67_Maculan |
work_keys_str_mv |
AT maculann columngenerationinintegerlinearprogramming AT demendoncapassinim columngenerationinintegerlinearprogramming AT demourabritoja columngenerationinintegerlinearprogramming AT loiseaui columngenerationinintegerlinearprogramming |
_version_ |
1807319796850622464 |