TY - JOUR
T1 - Matheuristics for Slot Planning of Container Vessel Bays
AU - Korach, Aleksandra
AU - Brouer, Berit Dangaard
AU - Jensen, Rune Møller
PY - 2020/5/1
Y1 - 2020/5/1
N2 - Stowage planning is an NP-hard combinatorial problem concerned with loading a container vessel in a given port, such that a number of constraints regarding the physical layout of the vessel and its seaworthiness are satisfied, and a number of objectives with regard to the quality of the placement are optimized. State-of-the-art methods decompose the problem into phases, the latter of which, known as slot planning, involves loading the containers into slots of a bay. This article presents an efficient matheuristic for the slot planning problem. Matheuristics are algorithms using mathematical programming techniques within a heuristic framework. The method finds solutions for 96% of 236 instances based on real stowage plans, 90% of them optimally, with an average optimality gap of 4.34% given a limit of one second per instance. This is an improvement over the results provided by previous works.
AB - Stowage planning is an NP-hard combinatorial problem concerned with loading a container vessel in a given port, such that a number of constraints regarding the physical layout of the vessel and its seaworthiness are satisfied, and a number of objectives with regard to the quality of the placement are optimized. State-of-the-art methods decompose the problem into phases, the latter of which, known as slot planning, involves loading the containers into slots of a bay. This article presents an efficient matheuristic for the slot planning problem. Matheuristics are algorithms using mathematical programming techniques within a heuristic framework. The method finds solutions for 96% of 236 instances based on real stowage plans, 90% of them optimally, with an average optimality gap of 4.34% given a limit of one second per instance. This is an improvement over the results provided by previous works.
KW - Large Neighbourhood Search
KW - Matheuristics
KW - Slot Planning
KW - Stowage Planning
KW - OR in Maritime Industry
KW - Large Neighbourhood Search
KW - Matheuristics
KW - Slot Planning
KW - Stowage Planning
KW - OR in Maritime Industry
U2 - 10.1016/j.ejor.2019.09.042
DO - 10.1016/j.ejor.2019.09.042
M3 - Journal article
SN - 0377-2217
VL - 282
SP - 873
EP - 885
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 3
ER -