A dynamic programming-based matheuristic for the dynamic berth allocation problem

被引:21
|
作者
Nishi, Tatsushi [1 ]
Okura, Tatsuya [1 ]
Lalla-Ruiz, Eduardo [2 ]
Voss, Stefan [2 ]
机构
[1] Osaka Univ, Grad Sch Engn Sci, Toyonaka, Osaka, Japan
[2] Univ Hamburg, Inst Informat Syst, Hamburg, Germany
基金
日本学术振兴会;
关键词
Dynamic berth allocation problem; Matheuristic; Dynasearch; Lagrangian decomposition; TABU SEARCH; ALGORITHM; DYNASEARCH; NEIGHBORHOOD; POPMUSIC;
D O I
10.1007/s10479-017-2715-9
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The increasing maritime traffic forces terminal operators to efficiently reduce the container ships' service time in order to maintain or increase their market share. This situation gives rise to the well-known berth allocation problem. Its goal is to determine the allocation and the berthing time of container ships arriving to the port with the aim of minimizing the total service time. For tackling this problem, we propose a dynamic programming-based matheuristic that allows to derive lower and upper bounds, and therefore, evaluate the optimality of the provided solutions. Its behavior is assessed on realistic problem instances from the related literature as well as on a new set of larger instances with 150 ships and 15 berths. The results indicate that our proposed approach shows a competitive performance.
引用
收藏
页码:391 / 410
页数:20
相关论文
共 50 条
  • [1] A dynamic programming-based matheuristic for the dynamic berth allocation problem
    Tatsushi Nishi
    Tatsuya Okura
    Eduardo Lalla-Ruiz
    Stefan Voß
    [J]. Annals of Operations Research, 2020, 286 : 391 - 410
  • [2] POPMUSIC as a matheuristic for the berth allocation problem
    Eduardo Lalla-Ruiz
    Stefan Voß
    [J]. Annals of Mathematics and Artificial Intelligence, 2016, 76 : 173 - 189
  • [3] POPMUSIC as a matheuristic for the berth allocation problem
    Lalla-Ruiz, Eduardo
    Voss, Stefan
    [J]. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2016, 76 (1-2) : 173 - 189
  • [4] THE DYNAMIC BERTH ALLOCATION PROBLEM: A LINEARIZED FORMULATION
    Simrin, Ahmed
    Diabat, Ali
    [J]. RAIRO-OPERATIONS RESEARCH, 2015, 49 (03) : 473 - 494
  • [5] The dynamic berth allocation problem for a container port
    Imai, A
    Nishimura, E
    Papadimitriou, S
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2001, 35 (04) : 401 - 417
  • [6] NEW MATHEMATICAL FORMULATIONS OF THE DYNAMIC BERTH ALLOCATION PROBLEM
    Nikolic, Milos
    Teodorovic, Dusan
    [J]. PROCEEDINGS OF THE 3RD LOGISTICS INTERNATIONAL CONFERENCE, 2017, : 2 - 7
  • [7] The discrete and dynamic berth allocation problem in bulk port
    Lassoued, Rokaya
    Elloumi, Abdelkarim
    [J]. 2019 6TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT 2019), 2019, : 1976 - 1980
  • [8] Solving the dynamic berth allocation problem by simulated annealing
    Lin, Shih-Wei
    Ting, Ching-Jung
    [J]. ENGINEERING OPTIMIZATION, 2014, 46 (03) : 308 - 327
  • [9] A dynamic discrete berth allocation problem for container terminals
    Gargari, Masoud Moharami
    Niasar, Mohammad Saeid Fallah
    [J]. MARITIME-PORT TECHNOLOGY AND DEVELOPMENT, 2015, : 11 - 18
  • [10] A network flow model for the dynamic and flexible berth allocation problem
    Yan, Shangyao
    Lu, Chung-Cheng
    Hsieh, Jun-Hsiao
    Lin, Han-Chun
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 81 : 65 - 77