A multiobjective mathematical model for a humanitarian logistics multimodal transportation problem

被引:1
|
作者
Romero-Mancilla, Marisol S. [1 ]
Hernandez-Ruiz, Kenneth E. [2 ]
Huerta-Munoz, Diana L. [3 ]
机构
[1] Tecnol Monterrey, Sch Engn & Sci, Monterrey, Mexico
[2] Univ Monterrey, Sch Engn & Technol, Monterrey, Mexico
[3] Univ Autonoma Nuevo Leon, Grad Program Syst Engn, San Nicolas De Los Garza, Mexico
关键词
Humanitarian logistics; Multiobjective optimization; Multimodal transportation; Mixed-integer linear programming; EMERGENCY; DRONE; OPERATIONS; LOCATION;
D O I
10.1108/JHLSCM-01-2023-0004
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose- The purpose of this paper is to introduce a three-echelon multimodal transportation problem applied to a humanitarian logistic case study that occurred in Mexico.Design/methodology/approach- This study develops a methodology combining a transshipment problem and an adaptation of the multidepot heterogeneous fleet vehicle routing problem to construct a mathematical model that incorporates the use of land-based vehicles and drones. The model was applied to the case study of the Earthquake on September 19, 2017, in Mexico, using the Gurobi optimization solver.Findings -The results ratified the relevance of the study, showing an inverse relationship between transportation costs and delivery time; on the flip side, the model performed in a shorter CPU time with medium and small instances than with large instances.Research limitations/implications- While the size of the instances limits the use of the model for big-scale problems, this approach manages to provide a good representation of a transportation network during a natural disaster using drones in the last-mile deliveries.Originality/value- The present study contributes to a model that combines a vehicle routing problem with transshipment, multiple depots and a heterogeneous fleet including land-based vehicles and drones. There are multiple models present in the literature for these types of problems that incorporate the use of these transportation modes; however, to the best of the authors' knowledge, there are still no proposals similar to this study.
引用
收藏
页码:247 / 261
页数:15
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