Crane scheduling in a shipbuilding environment
This paper describes exact and heuristic approaches for scheduling multiple cranes that service a shipyard that produces multiple ships concurrently. Cranes transport a variety of materials over a shared network of tracks; therefore, inter-crane interference is a major factor affecting makespan and crane utilization. The exact approach models the problem as a multi-commodity flow problem with side constraints on a network. The corresponding integer programming formulation is solved using CPLEX. The heuristics proposed decompose the problem in two sub-problems: a scheduling problem that determines the order in which jobs should be performed, and an assignment problem that assigns cranes to jobs. Computational results show that using the Priority/ACO (ant colony optimization) heuristic gives high quality solutions.
Year of publication: |
2010
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Authors: | Wen, Charlie ; Eksioglu, Sandra Duni ; Greenwood, Allen ; Zhang, Shu |
Published in: |
International Journal of Production Economics. - Elsevier, ISSN 0925-5273. - Vol. 124.2010, 1, p. 40-50
|
Publisher: |
Elsevier |
Keywords: | Crane scheduling Ant colony optimization Crane interference Shipbuilding Integer programming |
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