A two-stage composite heuristic for dual cycling quay crane scheduling problem

被引:0
|
作者
Wang, Dandan [1 ]
Li, Xiaoping [1 ]
Wang, Qian [1 ]
机构
[1] Southeast Univ, Minist Educ, Sch Comp Sci & Engn, Key Lab Comp Network & Informat Integrat, Nanjing 211189, Jiangsu, Peoples R China
关键词
container terminal; dual cycling; quay crane scheduling; PORT CONTAINER TERMINALS; CONSTRAINTS; OPERATIONS;
D O I
暂无
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, hatch constrained quay crane scheduling problem is considered to minimize makespan with dual cycling, which can improve efficiency of operations and utilization of quay cranes. By analyzing precedence relationships intra- and inter-hatches, the problem is decomposed into two embedded sub-problems, each of which can be formulated as a 2-machine flow shop scheduling problem. A composite heuristic is introduced for stacks scheduling in a hatch by integrating the Johnson rule with a developed gap-shifting strategy. A better model is constructed for inter-hatches than existing ones, in which overlapped processing time is shorten and effectiveness can be improved by a reconstructive Johnson rule. Experimental results show that the proposed composite algorithm outperforms the existing hybrid heuristic.
引用
收藏
页码:1902 / 1907
页数:6
相关论文
共 50 条
  • [1] Quay crane scheduling with dual cycling
    Wang, Dandan
    Li, Xiaoping
    ENGINEERING OPTIMIZATION, 2015, 47 (10) : 1343 - 1360
  • [2] A quay crane scheduling problem: a heuristic approach
    Yang, Kang-hung
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2010, : 254 - 258
  • [3] A tabu search heuristic for the quay crane scheduling problem
    Sammarra, Marcello
    Cordeau, Jean-Francois
    Laporte, Gilbert
    Monaco, M. Flavia
    JOURNAL OF SCHEDULING, 2007, 10 (4-5) : 327 - 336
  • [4] A tabu search heuristic for the quay crane scheduling problem
    Marcello Sammarra
    Jean-François Cordeau
    Gilbert Laporte
    M. Flavia Monaco
    Journal of Scheduling, 2007, 10 : 327 - 336
  • [5] Optimising the Slab Yard Planning and Crane Scheduling Problem using a two-stage heuristic
    Dohn, Anders
    Clausen, Jens
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (15) : 4585 - 4608
  • [6] A heuristic for the quay crane scheduling problem based on contiguous bay crane operations
    Lu, Zhiqiang
    Han, Xiaole
    Xi, Lifeng
    Erera, Alan L.
    COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (12) : 2915 - 2928
  • [7] Two-stage robust optimization for the integrated dynamic berth allocation and quay crane scheduling problem under uncertainty
    Ran, Lingyu
    Cheng, Yongxi
    Zhang, Guiqing
    ENGINEERING OPTIMIZATION, 2024,
  • [8] The Quay Crane Scheduling Problem
    Al-Dhaheri, Noura
    Diabat, Ali
    JOURNAL OF MANUFACTURING SYSTEMS, 2015, 36 : 87 - 94
  • [9] The Influence of the Quay Crane Traveling Time for the Quay Crane Scheduling Problem
    Yang, Kong-hung
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTIST, IMECS 2012, VOL II, 2012, : 1298 - 1301
  • [10] A genetic algorithm heuristic for solving the quay crane scheduling problem with time windows
    Narges Kaveshgar
    Nathan Huynh
    Maritime Economics & Logistics, 2015, 17 : 515 - 537