A matheuristic for the multi-product maritime inventory routing problem

被引:10
|
作者
Shaabani, Homayoun [1 ]
Hoff, Arild [1 ]
Hvattum, Lars Magnus [1 ]
Laporte, Gilbert [1 ,2 ]
机构
[1] Molde Univ Coll, Fac Logist, POB 2110, N-6402 Molde, Norway
[2] HEC Montreal, Montreal, PQ H3T 2A7, Canada
关键词
Long planning horizon; Mixed integer programming; Maritime inventory routing; ROBUST OPTIMIZATION; TIME; DECOMPOSITION; MANAGEMENT; MODELS;
D O I
10.1016/j.cor.2023.106214
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper considers a multi-product maritime inventory routing problem in which the routes of the vessels are determined while inventories in the ports must remain within given bounds. Since there is more than one product, each port can be a consumption port for one product and a production port for another product. We propose a matheuristic to deal with large-size instances with a planning horizon of 60 days. The first phase of the heuristic identifies a subset of the arcs in order to use them as input parameters for the second phase. In the second phase, a mathematical model is solved with the selected arcs fixed. These two phases are iterated until a stopping criterion is satisfied. The solutions produced by the matheuristic are compared with those obtained by CPLEX. Comparing the single-product version of the problem with the multi-product version revealed that in-stances with multiple products require significantly more run time compared with the single-product instances.
引用
收藏
页数:19
相关论文
共 50 条
  • [41] CARE: Heuristics for two-stage multi-product inventory routing problems with replenishments
    Nambirajan, Ramkumar
    Mendoza, Abraham
    Pazhani, Subramanian
    Narendran, T. T.
    Ganesh, K.
    COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 97 : 41 - 57
  • [42] A maritime inventory routing problem: Practical approach
    Song, Jin-Hwa
    Furman, Kevin C.
    COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (03) : 657 - 665
  • [43] Cyclic solutions to a maritime inventory routing problem
    Zojaji, Amir
    Soltaniani, Kiarash
    Hvattum, Lars Magnus
    Urrutia, Sebastian
    MARITIME TRANSPORT RESEARCH, 2022, 3
  • [44] Robust Optimization for a Maritime Inventory Routing Problem
    Agra, Agostinho
    Christiansen, Marielle
    Hvattum, Lars Magnus
    Rodrigues, Filipe
    TRANSPORTATION SCIENCE, 2018, 52 (03) : 509 - 525
  • [45] An Optimization Model for the Vehicle Routing Problem in Multi-product Frozen Food Delivery
    Zhang, Y.
    Chen, X. D.
    JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY, 2014, 12 : 239 - 250
  • [46] A Two-Stage Matheuristic Algorithm for Classical Inventory Routing Problem
    Su, Zhouxing
    Huang, Shihao
    Li, Chungen
    Lu, Zhipeng
    PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2020, : 3430 - 3436
  • [47] MULTI-PRODUCT INVENTORY SITUATIONS WITH ONE RESTRICTION
    PAGE, E
    PAUL, RJ
    OPERATIONAL RESEARCH QUARTERLY, 1976, 27 (04) : 815 - 834
  • [48] A multi-period multi-product stochastic inventory problem with order-based loan*
    Chen, Zhen
    Zhang, Ren-qian
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024, 62 (22) : 8129 - 8142
  • [49] Multi-Product, Multi-Depot Vehicle Routing Problem: The Example of Military Pharmaceutical Factory
    Dagistanli, Hakan
    JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2023,
  • [50] THE MULTI-PRODUCT PRODUCTION CYCLING PROBLEM
    GRAVES, SC
    AIIE TRANSACTIONS, 1980, 12 (03): : 233 - 240