Principles of combinatorial optimization applied to container-ship stowage planning

被引:87
|
作者
Wilson, ID [1 ]
Roach, PA [1 ]
机构
[1] Univ Glamorgan, Div Math & Comp, Pontypridd CF37 1DL, M Glam, Wales
关键词
automation; container stowage; heuristic; planning; search; sea transport;
D O I
10.1023/A:1009680305670
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a methodology for generating automated solutions to the container stowage problem is shown. The methodology was derived by applying principles of combinatorial optimization and, in particular, the Tabu Search metaheuristic. The methodology progressively refines the placement of containers, using the Tabu search concept of neighbourhoods, within the cargo-space of a container ship until each container is specifically allocated to a stowage location. Heuristic rules are built into objective functions for each stage that enable the combinatorial tree to be explored in an intelligent way, resulting in good, if not optimal, solutions for the problem in a reasonable processing time.
引用
收藏
页码:403 / 418
页数:16
相关论文
共 50 条
  • [11] Applying container-ship experience to bulk carriers
    不详
    NAVAL ARCHITECT, 1997, : 38 - 38
  • [12] More container-ship thoughts - from Hyundai
    不详
    NAVAL ARCHITECT, 2001, : 23 - 23
  • [13] GL still in vanguard of container-ship technology
    不详
    NAVAL ARCHITECT, 2004, : 58 - 58
  • [15] Multi-objective simultaneous stowage and load planning for a container ship with container rehandle in yard stacks
    Imai, A
    Sasaki, K
    Nishimura, E
    Papadimitriou, S
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 171 (02) : 373 - 389
  • [16] A decomposition heuristics for the container ship stowage problem
    Ambrosino, D
    Sciomachen, A
    Tanfani, E
    JOURNAL OF HEURISTICS, 2006, 12 (03) : 211 - 233
  • [17] Kalkavan upgrades Sedef for container-ship building programme
    不详
    NAVAL ARCHITECT, 2006, : 12 - 12
  • [18] THE SHIP STOWAGE PLANNING PROBLEM
    Monaco, M. F.
    Sammarra, M.
    HMS 2008: 10TH INTERNATIONAL WORKSHOP ON HARBOR MARITIME MULTIMODAL LOGISTICS MODELING & SIMULATION, 2008, : 208 - 213
  • [19] A New Algorithm For Container Ship's Stowage
    Wei Jia-jun
    FIRST IITA INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2009, : 425 - 427
  • [20] On the complexity of container stowage planning problems
    Tierney, Kevin
    Pacino, Dario
    Jensen, Rune Moller
    DISCRETE APPLIED MATHEMATICS, 2014, 169 : 225 - 230