A heuristic and a benchmark for the stowage planning problem

被引:19
作者
Larsen, Rune [1 ]
Pacino, Dario [1 ]
机构
[1] Tech Univ Denmark, DTU Management, Bldg 358,2800 Akad Vej, Lyngby, Denmark
关键词
Stowage planning; Liner shipping; Benchmark; ALNS; Optimisation; CONTAINER-SHIP; ALGORITHM; ASSIGNMENT; COMPLEXITY; NUMBER; REDUCE;
D O I
10.1057/s41278-020-00172-5
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The stowage planning problem has recently gained the attention of a number of academic researchers. Unfortunately, many of the published works are either based on oversimplified assumptions or on confidential data. This practice hinders the research field from growing. In this paper, we present a novel set of realistic vessel data along with a set of benchmark instances. Moreover, a formal definition of a single-port stowage planning problem, based on the current state of the art, is presented. The proposed optimisation problem is solved using a variant of the adaptive large neighbourhood search framework, where novel repair and destroy methods are presented. Computational results show that the solution approach is able to find high-quality seaworthy stowage plans within 60 s.
引用
收藏
页码:94 / 122
页数:29
相关论文
共 39 条
  • [1] A decomposition heuristics for the container ship stowage problem
    Ambrosino, D
    Sciomachen, A
    Tanfani, E
    [J]. JOURNAL OF HEURISTICS, 2006, 12 (03) : 211 - 233
  • [2] Stowing a containership: the master bay plan problem
    Ambrosino, D
    Sciomachen, A
    Tanfani, E
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2004, 38 (02) : 81 - 99
  • [3] Ambrosino D, 2018, SHIPPING LINE STOWAG, P1
  • [4] Ambrosino D, 2018, ADV INTELL SYST, V572, P405, DOI 10.1007/978-3-319-57105-8_20
  • [5] [Anonymous], 2012, THESIS
  • [6] EXACT AND APPROXIMATE SOLUTIONS OF THE CONTAINER SHIP STOWAGE PROBLEM
    AVRIEL, M
    PENN, M
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1993, 25 (1-4) : 271 - 274
  • [7] Stowage planning for container ships to reduce the number of shifts
    Avriel, M
    Penn, M
    Shpirer, N
    Witteboon, S
    [J]. ANNALS OF OPERATIONS RESEARCH, 1998, 76 (0) : 55 - 71
  • [8] Container ship stowage problem: complexity and connection to the coloring of circle graphs
    Avriel, M
    Penn, M
    Shpirer, N
    [J]. DISCRETE APPLIED MATHEMATICS, 2000, 103 (1-3) : 271 - 279
  • [9] Botter R., 1991, IFIP TC5 WG 5 6 7 IN, P10
  • [10] Chao S-L, 2019, MINIMIZING OVERSTOWA, P1