Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/85298
Título: | A matheuristic approach to the integration of three-dimensional Bin Packing Problem and vehicle routing problem with simultaneous delivery and pickup |
Autor(es): | Moura, Ana Pinto, Telmo Alves, Cláudio Valério de Carvalho, José Manuel |
Palavras-chave: | Vehicle routing problem with simultaneous delivery and pickup Capacitated vehicle routing problem with time windows Three-dimensional bin packing problem |
Data: | 31-Jan-2023 |
Editora: | Multidisciplinary Digital Publishing Institute (MDPI) |
Revista: | Mathematics |
Citação: | Moura, A.; Pinto, T.; Alves, C.; Valério de Carvalho, J. A Matheuristic Approach to the Integration of Three-Dimensional Bin Packing Problem and Vehicle Routing Problem with Simultaneous Delivery and Pickup. Mathematics 2023, 11, 713. https://doi.org/10.3390/math11030713 |
Resumo(s): | This work presents a hybrid approach to solve a distribution problem of a Portuguese company in the automotive industry. The objective is to determine the minimum cost for daily distribution operations, such as collecting and delivering goods to multiple suppliers. Additional constraints are explicitly considered, such as time windows and loading constraints due to the limited capacity of the fleet in terms of weight and volume. An exhaustive review of the state of the art was conducted, presenting different typology schemes from the literature for the pickup and delivery problems in the distribution field. Two mathematical models were integrated within a matheuristic approach. One model reflects the combination of the Vehicle Routing Problem with Simultaneous Delivery and Pickup with the Capacitated Vehicle Routing Problem with Time Windows. The second one aims to pack all the items to be delivered onto the pallets, reflecting a three-dimensional single bin size Bin Packing Problem. Both formulations proposed—a commodity-flow model and a formulation of the Three-Dimensional Packing Problem must be solved within the matheuristic. All the approaches were tested using real instances from data provided by the company. Additional computational experiments using benchmark instances were also performed. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/85298 |
DOI: | 10.3390/math11030713 |
ISSN: | 2227-7390 |
Versão da editora: | https://www.mdpi.com/2227-7390/11/3/713 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | CAlg - Artigos em revistas internacionais / Papers in international journals |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
---|---|---|---|---|
mathematics-11-00713.pdf | 287,42 kB | Adobe PDF | Ver/Abrir |
Este trabalho está licenciado sob uma Licença Creative Commons