An enriched model for the integrated berth allocation and quay crane assignment problem

被引:75
作者
Raa, Birger [1 ]
Dullaert, Wout [2 ,3 ]
Van Schaeren, Rowan [3 ]
机构
[1] Univ Ghent, Dept Management Informat & Operat Management, B-9000 Ghent, Belgium
[2] Univ Antwerp, Inst Transport & Maritime Management Antwerp, B-2000 Antwerp, Belgium
[3] Antwerp Maritime Acad, B-2030 Antwerp, Belgium
关键词
Container terminal; Berth allocation; Quay cranes; Mathematical modeling; CONTAINER TERMINALS; SCHEDULING PROBLEM; PORT;
D O I
10.1016/j.eswa.2011.04.224
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Given the increasing pressure to improve the efficiency of container terminals, a lot of research efforts have been devoted to optimizing container terminal operations. Most papers deal with either the berth allocation problem (BAP) or the (quay) crane assignment problem (CAP). In the literature on the BAP, handling times are often simplified to be berth dependent or proportional to vessel size, so the CAP can be ignored when scheduling vessels. This is unsatisfactory for real-life applications because the handling time primarily depends on the number of containers to be handled and the number of cranes deployed. Only a limited number of papers deals with the combination of berth allocation and crane assignment. In these papers however, authors often have resorted to algorithmic simplifications that limit the practical use of the models. This paper presents a MILP model for the integrated BAP-CAP taking into account vessel priorities, preferred berthing locations and handling time considerations. The model is used in a hybrid heuristic solution procedure that is validated on real-life data illustrating the potential to support operational and tactical decision-making. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:14136 / 14147
页数:12
相关论文
共 33 条
  • [1] *AXS ALPH, 2008, CELL FLEET FOR 2008
  • [2] A survey of berth allocation and quay crane scheduling problems in container terminals
    Bierwirth, Christian
    Meisel, Frank
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 202 (03) : 615 - 627
  • [3] BROWN GG, 1994, NAV RES LOG, V41, P1, DOI 10.1002/1520-6750(199402)41:1<1::AID-NAV3220410102>3.0.CO
  • [4] 2-L
  • [5] Brown GG, 1997, NAV RES LOG, V44, P301, DOI 10.1002/(SICI)1520-6750(199706)44:4<301::AID-NAV2>3.0.CO
  • [6] 2-A
  • [7] THE CRANE SCHEDULING PROBLEM
    DAGANZO, CF
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1989, 23 (03) : 159 - 175
  • [8] *DREWR SHIPP CONS, 2008, CONT FOR 1Q08, P218
  • [9] *DREWR SHIPP CONS, 2007, ANN CONT MARK REV FO, P250
  • [10] Grossman H., 2007, INTERECONOMICS JUL, P226