The capacitated location routing problem: review of literature

In this paper, we review the state of the art of the published solution methods for combined problems of location and routing with capacity constraints (CLRP). The CLRP has several practical application in topics related to transportation. We have proposed the following classification scheme based o...

Full description

Bibliographic Details
Main Authors: Escobar, John Willmer, Linfati, Rodrigo, Jaimes, Wilson Adarme
Format: Online
Language:spa
Published: Universidad Pedagógica y Tecnológica de Colombia 2015
Subjects:
Online Access:https://revistas.uptc.edu.co/index.php/ingenieria/article/view/3553
_version_ 1801706070331097088
author Escobar, John Willmer
Linfati, Rodrigo
Jaimes, Wilson Adarme
author_facet Escobar, John Willmer
Linfati, Rodrigo
Jaimes, Wilson Adarme
author_sort Escobar, John Willmer
collection OJS
description In this paper, we review the state of the art of the published solution methods for combined problems of location and routing with capacity constraints (CLRP). The CLRP has several practical application in topics related to transportation. We have proposed the following classification scheme based on the solution method: (1) Constructive Heuristics Algorithms, (2) Heuristic Algorithms Based on Clusters, (3) Heuristic Algorithms Based on Trajectory,. (4) Heuristic Algorithms Based on Population, (5) Combined Heuristic Algorithms, (6) Exact Methods. Special emphasis is placed on the fortress and on the lack of each published method, identifying research opportunities in the context of the real application of the problem.
format Online
id oai:oai.revistas.uptc.edu.co:article-3553
institution Revista Facultad de Ingeniería
language spa
publishDate 2015
publisher Universidad Pedagógica y Tecnológica de Colombia
record_format ojs
spelling oai:oai.revistas.uptc.edu.co:article-35532018-11-21T00:48:52Z The capacitated location routing problem: review of literature Problema de Localización y Ruteo con Restricciones de Capacidad: Revisión de la Literatura Escobar, John Willmer Linfati, Rodrigo Jaimes, Wilson Adarme location routing problem metaheuristic algorithms exact methods Problemas de localización y ruteo Revisión Literatura Algoritmos Metaheurísticos Métodos Exactos. In this paper, we review the state of the art of the published solution methods for combined problems of location and routing with capacity constraints (CLRP). The CLRP has several practical application in topics related to transportation. We have proposed the following classification scheme based on the solution method: (1) Constructive Heuristics Algorithms, (2) Heuristic Algorithms Based on Clusters, (3) Heuristic Algorithms Based on Trajectory,. (4) Heuristic Algorithms Based on Population, (5) Combined Heuristic Algorithms, (6) Exact Methods. Special emphasis is placed on the fortress and on the lack of each published method, identifying research opportunities in the context of the real application of the problem. En este artículo se hace una revisión exhaustiva del estado del arte de las metodologías de solución existentes para el problema combinado de localización y ruteo con restricciones de capacidad (CLRP). El problema de CLRP tiene una gran cantidad de aplicaciones prácticas en temas relacionados con transporte. Se ha propuesto el siguiente esquema de clasificación de acuerdo al método de solución: (1) Algoritmos Heurísticos Constructivos, (2) Algoritmos Heurísticos Basados en Clústeres, (3) Algoritmos Heurísticos Basados en Trayectoria, (4) Algoritmos Heurísticos Basados en Población, (5) Algoritmos Heurísticos Combinados, (6) Métodos Exactos. Se hace especial énfasis en fortalezas y debilidades de cada metodología publicada, identificando oportunidades de investigación y desarrollo en el área, en el contexto de la aplicación práctica de la problemática. Universidad Pedagógica y Tecnológica de Colombia 2015-05-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion review application/pdf text/html https://revistas.uptc.edu.co/index.php/ingenieria/article/view/3553 10.19053/01211129.3553 Revista Facultad de Ingeniería; Vol. 24 No. 39 (2015); 85-98 Revista Facultad de Ingeniería; Vol. 24 Núm. 39 (2015); 85-98 2357-5328 0121-1129 spa https://revistas.uptc.edu.co/index.php/ingenieria/article/view/3553/3168 https://revistas.uptc.edu.co/index.php/ingenieria/article/view/3553/4328
spellingShingle location routing problem
metaheuristic algorithms
exact methods
Problemas de localización y ruteo
Revisión Literatura
Algoritmos Metaheurísticos
Métodos Exactos.
Escobar, John Willmer
Linfati, Rodrigo
Jaimes, Wilson Adarme
The capacitated location routing problem: review of literature
title The capacitated location routing problem: review of literature
title_alt Problema de Localización y Ruteo con Restricciones de Capacidad: Revisión de la Literatura
title_full The capacitated location routing problem: review of literature
title_fullStr The capacitated location routing problem: review of literature
title_full_unstemmed The capacitated location routing problem: review of literature
title_short The capacitated location routing problem: review of literature
title_sort capacitated location routing problem review of literature
topic location routing problem
metaheuristic algorithms
exact methods
Problemas de localización y ruteo
Revisión Literatura
Algoritmos Metaheurísticos
Métodos Exactos.
topic_facet location routing problem
metaheuristic algorithms
exact methods
Problemas de localización y ruteo
Revisión Literatura
Algoritmos Metaheurísticos
Métodos Exactos.
url https://revistas.uptc.edu.co/index.php/ingenieria/article/view/3553
work_keys_str_mv AT escobarjohnwillmer thecapacitatedlocationroutingproblemreviewofliterature
AT linfatirodrigo thecapacitatedlocationroutingproblemreviewofliterature
AT jaimeswilsonadarme thecapacitatedlocationroutingproblemreviewofliterature
AT escobarjohnwillmer problemadelocalizacionyruteoconrestriccionesdecapacidadrevisiondelaliteratura
AT linfatirodrigo problemadelocalizacionyruteoconrestriccionesdecapacidadrevisiondelaliteratura
AT jaimeswilsonadarme problemadelocalizacionyruteoconrestriccionesdecapacidadrevisiondelaliteratura
AT escobarjohnwillmer capacitatedlocationroutingproblemreviewofliterature
AT linfatirodrigo capacitatedlocationroutingproblemreviewofliterature
AT jaimeswilsonadarme capacitatedlocationroutingproblemreviewofliterature