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

被引:26
|
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
  • [41] Dynamic programming-based dense stereo matching improvement using an efficient search space reduction technique
    Salehian, Behzad
    Fotouhi, Ali M.
    Raie, Abolghasem A.
    OPTIK, 2018, 160 : 1 - 12
  • [42] A POPMUSIC-based approach for the berth allocation problem under time-dependent limitations
    Lalla-Ruiz, Eduardo
    Voss, Stefan
    Exposito-Izquierdo, Christopher
    Melian-Batista, Belen
    Marcos Moreno-Vega, J.
    ANNALS OF OPERATIONS RESEARCH, 2017, 253 (02) : 871 - 897
  • [43] A dynamic programming-based slot reservation method for non-clear containers in automated container terminals
    Zhu, Jiyue
    Lee, Wei Lian William
    Qin, Wei
    2022 IEEE 18TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2022, : 80 - 85
  • [44] Multi-Gene Genetic Programming-Based Identification of a Dynamic Prediction Model of an Overhead Traveling Crane
    Kusznir, Tom
    Smoczek, Jaroslaw
    SENSORS, 2022, 22 (01)
  • [45] Berth-crane allocation under uncertainty:dynamic modeling and nested Tabu search
    韩笑乐
    Qian Lina
    Lu Zhiqiang
    High Technology Letters, 2018, 24 (04) : 351 - 361
  • [46] Neural Network Assisted Branch-and-Bound Method for Dynamic Berth Allocation Problems
    Korekane, Shinya
    Nishi, Tatsushi
    2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2021, : 208 - 213
  • [47] Fuzzy and simulated annealing based dynamic programming for the unit commitment problem
    Patra, S.
    Goswami, S. K.
    Goswami, B.
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 5081 - 5086
  • [48] Dynamic-Programming-Based Inequalities for the Unbounded Integer Knapsack Problem
    He, Xueqi
    Hartman, Joseph C.
    Pardalos, Panos M.
    INFORMATICA, 2016, 27 (02) : 433 - 450
  • [49] Investigation of berth allocation problem in container ports considering the variety of disruption
    Tang, Shixuan
    Jin, Jian Gang
    Lu, Chunxia
    COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 172
  • [50] A Set-Partitioning-based model for the Berth Allocation Problem under Time-Dependent Limitations
    Lalla-Ruiz, Eduardo
    Exposito-Izquierdo, Christopher
    Melian-Batista, Belen
    Marcos Moreno-Vega, J.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 250 (03) : 1001 - 1012