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Modeling and solving linear programming with R
dc.contributor.author | Sallán Leyes, José María |
dc.contributor.author | Lordan González, Oriol |
dc.contributor.author | Fernández Alarcón, Vicenç |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Organització d'Empreses |
dc.date.accessioned | 2015-10-27T12:42:28Z |
dc.date.available | 2015-10-27T12:42:28Z |
dc.date.issued | 2015-09-08 |
dc.identifier.citation | Sallan, J., Lordan, O., Fernandez, V. "Modeling and solving linear programming with R". OmniaScience (Omnia Publisher S.L.), 2015. ISBN 9788494422935. |
dc.identifier.isbn | 9788494422935 |
dc.identifier.uri | http://hdl.handle.net/2117/78335 |
dc.description.abstract | Linear programming is one of the most extensively used techniques in the toolbox of quantitative methods of optimization. One of the reasons of the popularity of linear programming is that it allows to model a large variety of situations with a simple framework. Furthermore, a linear program is relatively easy to solve. The simplex method allows to solve most linear programs efficiently, and the Karmarkar interior-point method allows a more efficient solving of some kinds of linear programming. The power of linear programming is greatly enhanced when came the opportunity of solving integer and mixed integer linear programming. In these models all or some of the decision variables are integers, respectively. In this book we provide a brief introduction to linear programming, together with a set of exercises that introduce some applications of linear programming. We will also provide an introduction to solve linear programming in R. For each problem a possible solution through linear programming is introduced, together with the code to solve it in R and its numerical solution. |
dc.language.iso | eng |
dc.publisher | OmniaScience (Omnia Publisher S.L.) |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa |
dc.subject.lcsh | Linear programming |
dc.subject.other | Linear programming |
dc.subject.other | R |
dc.title | Modeling and solving linear programming with R |
dc.type | Book |
dc.subject.lemac | Programació lineal |
dc.subject.lemac | R (Llenguatge de programació) |
dc.identifier.doi | 10.3926/oss.20 |
dc.relation.publisherversion | http://www.omniascience.com/scholar/index.php/scholar/issue/view/19 |
dc.rights.access | Open Access |
local.identifier.drac | 16890072 |
dc.description.version | Postprint (published version) |
local.citation.author | Sallan, J.; Lordan, O.; Fernandez, V. |
local.citation.publicationName | Modeling and solving linear programming with R |
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