The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method

This paper introduces the Green Commodity constrained Split Delivery Vehicle Routing Problem (GC-SDVRP), which involves designing efficient and environmentally friendly delivery routes that reduce the CO2 emissions associated with transporting multiple commodities. In this problem, different commodi...

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Main Authors: Kamyla Maria Ferreira, Claudia Archetti, Diego Delle Donne, Reinaldo Morabito, Pedro Munari
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:EURO Journal on Transportation and Logistics
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Online Access:http://www.sciencedirect.com/science/article/pii/S2192437625000032
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author Kamyla Maria Ferreira
Claudia Archetti
Diego Delle Donne
Reinaldo Morabito
Pedro Munari
author_facet Kamyla Maria Ferreira
Claudia Archetti
Diego Delle Donne
Reinaldo Morabito
Pedro Munari
author_sort Kamyla Maria Ferreira
collection DOAJ
description This paper introduces the Green Commodity constrained Split Delivery Vehicle Routing Problem (GC-SDVRP), which involves designing efficient and environmentally friendly delivery routes that reduce the CO2 emissions associated with transporting multiple commodities. In this problem, different commodities demanded by a customer can be delivered by one or more vehicles, if beneficial, which poses additional modeling and solution challenges. We propose a relaxed formulation that provides a lower bound on the optimal value of the GC-SDVRP, and adapt two other formulations from the literature to address this problem. Additionally, we develop a branch-and-cut (BC) method based on two of these formulations, and introduce a procedure for deriving feasible solutions to the GC-SDVRP from solutions obtained with the relaxed formulations. The results of computational experiments performed on benchmark instances indicate the superior performance of the BC method based on the proposed formulation. Furthermore, they show that, contrary to the traditional objective of minimizing distance, the GC-SDVRP is significantly easier to solve to optimality and can reduce CO2 emissions by 2.59% compared to the problem that minimizes total travel distance. Our investigation also reveals that increasing vehicle capacity improves solution quality in the GC-SDVRP, while split delivery can enable further reductions in CO2 emissions. Finally, although increasing the number of commodities imposes challenges in solving the problem, the possibility of split delivery mitigates its impact on the value of the final solution, indicating that an increase in the number of commodities does not necessarily result in higher CO2 emissions.
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spelling doaj-art-ace0fed95caa424a997e49fca09fc9512025-08-20T03:13:19ZengElsevierEURO Journal on Transportation and Logistics2192-43842025-01-011410015410.1016/j.ejtl.2025.100154The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut methodKamyla Maria Ferreira0Claudia Archetti1Diego Delle Donne2Reinaldo Morabito3Pedro Munari4Production Engineering Department, Federal University of São Carlos, São Carlos, São Paulo, Brazil; Correspondence to: Production Engineering Department, Federal University of São Carlos, Rodovia Washington Luís km 235, São Carlos, São Paulo, Brazil.Department of Economics and Management, University of Brescia, Brescia, ItalyDepartment of Information Systems, Data Analytics and Operations, ESSEC Business School, Cergy-Pontoise, FranceProduction Engineering Department, Federal University of São Carlos, São Carlos, São Paulo, BrazilProduction Engineering Department, Federal University of São Carlos, São Carlos, São Paulo, BrazilThis paper introduces the Green Commodity constrained Split Delivery Vehicle Routing Problem (GC-SDVRP), which involves designing efficient and environmentally friendly delivery routes that reduce the CO2 emissions associated with transporting multiple commodities. In this problem, different commodities demanded by a customer can be delivered by one or more vehicles, if beneficial, which poses additional modeling and solution challenges. We propose a relaxed formulation that provides a lower bound on the optimal value of the GC-SDVRP, and adapt two other formulations from the literature to address this problem. Additionally, we develop a branch-and-cut (BC) method based on two of these formulations, and introduce a procedure for deriving feasible solutions to the GC-SDVRP from solutions obtained with the relaxed formulations. The results of computational experiments performed on benchmark instances indicate the superior performance of the BC method based on the proposed formulation. Furthermore, they show that, contrary to the traditional objective of minimizing distance, the GC-SDVRP is significantly easier to solve to optimality and can reduce CO2 emissions by 2.59% compared to the problem that minimizes total travel distance. Our investigation also reveals that increasing vehicle capacity improves solution quality in the GC-SDVRP, while split delivery can enable further reductions in CO2 emissions. Finally, although increasing the number of commodities imposes challenges in solving the problem, the possibility of split delivery mitigates its impact on the value of the final solution, indicating that an increase in the number of commodities does not necessarily result in higher CO2 emissions.http://www.sciencedirect.com/science/article/pii/S2192437625000032Vehicle routing problemCommodity constrainedSplit deliveryGreenhouse gas emissionsBranch-and-cut
spellingShingle Kamyla Maria Ferreira
Claudia Archetti
Diego Delle Donne
Reinaldo Morabito
Pedro Munari
The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
EURO Journal on Transportation and Logistics
Vehicle routing problem
Commodity constrained
Split delivery
Greenhouse gas emissions
Branch-and-cut
title The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
title_full The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
title_fullStr The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
title_full_unstemmed The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
title_short The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
title_sort commodity constrained split delivery vehicle routing problem considering carbon emission formulations and a branch and cut method
topic Vehicle routing problem
Commodity constrained
Split delivery
Greenhouse gas emissions
Branch-and-cut
url http://www.sciencedirect.com/science/article/pii/S2192437625000032
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