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
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