Cargando…

Lower and upper bounds for the two-echelon capacitated location-routing problem

In this paper, we introduce two algorithms to address the two-echelon capacitated location-routing problem (2E-CLRP). We introduce a branch-and-cut algorithm based on the solution of a new two-index vehicle-flow formulation, which is strengthened with several families of valid inequalities. We also...

Descripción completa

Detalles Bibliográficos
Autores principales: Contardo, Claudio, Hemmelmayr, Vera, Crainic, Teodor Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pergamon Press 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3916792/
https://www.ncbi.nlm.nih.gov/pubmed/24511176
http://dx.doi.org/10.1016/j.cor.2012.04.003
_version_ 1782302760426799104
author Contardo, Claudio
Hemmelmayr, Vera
Crainic, Teodor Gabriel
author_facet Contardo, Claudio
Hemmelmayr, Vera
Crainic, Teodor Gabriel
author_sort Contardo, Claudio
collection PubMed
description In this paper, we introduce two algorithms to address the two-echelon capacitated location-routing problem (2E-CLRP). We introduce a branch-and-cut algorithm based on the solution of a new two-index vehicle-flow formulation, which is strengthened with several families of valid inequalities. We also propose an adaptive large-neighbourhood search (ALNS) meta-heuristic with the objective of finding good-quality solutions quickly. The computational results on a large set of instances from the literature show that the ALNS outperforms existing heuristics. Furthermore, the branch-and-cut method provides tight lower bounds and is able to solve small- and medium-size instances to optimality within reasonable computing times.
format Online
Article
Text
id pubmed-3916792
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Pergamon Press
record_format MEDLINE/PubMed
spelling pubmed-39167922014-02-07 Lower and upper bounds for the two-echelon capacitated location-routing problem Contardo, Claudio Hemmelmayr, Vera Crainic, Teodor Gabriel Comput Oper Res Article In this paper, we introduce two algorithms to address the two-echelon capacitated location-routing problem (2E-CLRP). We introduce a branch-and-cut algorithm based on the solution of a new two-index vehicle-flow formulation, which is strengthened with several families of valid inequalities. We also propose an adaptive large-neighbourhood search (ALNS) meta-heuristic with the objective of finding good-quality solutions quickly. The computational results on a large set of instances from the literature show that the ALNS outperforms existing heuristics. Furthermore, the branch-and-cut method provides tight lower bounds and is able to solve small- and medium-size instances to optimality within reasonable computing times. Pergamon Press 2012-12 /pmc/articles/PMC3916792/ /pubmed/24511176 http://dx.doi.org/10.1016/j.cor.2012.04.003 Text en © 2012 Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/3.0/ Open Access under CC BY-NC-ND 3.0 (https://creativecommons.org/licenses/by-nc-nd/3.0/) license
spellingShingle Article
Contardo, Claudio
Hemmelmayr, Vera
Crainic, Teodor Gabriel
Lower and upper bounds for the two-echelon capacitated location-routing problem
title Lower and upper bounds for the two-echelon capacitated location-routing problem
title_full Lower and upper bounds for the two-echelon capacitated location-routing problem
title_fullStr Lower and upper bounds for the two-echelon capacitated location-routing problem
title_full_unstemmed Lower and upper bounds for the two-echelon capacitated location-routing problem
title_short Lower and upper bounds for the two-echelon capacitated location-routing problem
title_sort lower and upper bounds for the two-echelon capacitated location-routing problem
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3916792/
https://www.ncbi.nlm.nih.gov/pubmed/24511176
http://dx.doi.org/10.1016/j.cor.2012.04.003
work_keys_str_mv AT contardoclaudio lowerandupperboundsforthetwoecheloncapacitatedlocationroutingproblem
AT hemmelmayrvera lowerandupperboundsforthetwoecheloncapacitatedlocationroutingproblem
AT crainicteodorgabriel lowerandupperboundsforthetwoecheloncapacitatedlocationroutingproblem