DocumentCode :
506584
Title :
A scatter search optimization for ship consolidation plan for strip coils to reduce the number of shuffling
Author :
Yang, Fei ; Tang, Lixin
Author_Institution :
Liaoning Key Lab. of Manuf. Syst. & Logistics, Northeastern Univ., Shenyang, China
Volume :
1
fYear :
2009
fDate :
20-22 Nov. 2009
Firstpage :
367
Lastpage :
371
Abstract :
We consider a consolidation planning problem to a ship in the maritime transportation system, which is a pivotal link to shipping transportation. consolidation planning problem is to select strip coils with different characteristics (ship capacity, destination and due date) and make an outgoing sequence of these coils, which takes the shuffling number into account. In this paper a mixed integer programming model is established considering consolidation planning process of ship consolidation planning problem. And the, an improved scatter search algorithm is proposed to improve the quality of the initial solution which comes from a heuristic algorithm based on stowage operational Know-how. To see the performance of the suggested algorithm, computational tests are performed on problem instances collected in an advanced steel company. The steel production ship transport stowage logistics optimization decision support system, which is based on the study of consolidation planning model and the improved algorithm, is put into trial operation in an advanced steel company.
Keywords :
integer programming; logistics; search problems; ships; steel industry; transportation; decision support system; maritime transportation system; mixed integer programming model; scatter search optimization; ship capacity; ship consolidation planning problem; shipping transportation; steel company; steel production ship; strip coils; transport stowage logistics; Capacity planning; Coils; Heuristic algorithms; Linear programming; Marine transportation; Marine vehicles; Process planning; Scattering; Steel; Strips; Iron and Steel industry; Scatter search; Ship consolidation planning; Strip coils; shuffle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
Type :
conf
DOI :
10.1109/ICICISYS.2009.5357826
Filename :
5357826
Link To Document :
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