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
  • [31] Optimization of Equipment Replacement Dynamic Programming-Based Optimization
    Fan, Wei
    Machemehl, Randy B.
    Gemar, Mason David
    TRANSPORTATION RESEARCH RECORD, 2012, (2292) : 160 - 170
  • [32] A Dynamic Continuous Berth Allocation Method Based on Genetic Algorithm
    Chen, Leilei
    Huang, Youfang
    CONFERENCE PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2017, : 770 - 773
  • [33] Combination of a Dynamic-Hybrid Berth Allocation Problem with a Quay Crane Scheduling Problem
    Alnaqbi, Bushra
    Alrubaiai, Hanan
    Al Alawi, Shaikha
    2016 7TH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS & APPLICATIONS (IISA), 2016,
  • [34] A Dynamic and Discrete Berth Allocation Problem in Container Terminals Considering Tide Effects
    Abdolreza Sheikholeslami
    Mehdi Mardani
    Ehsan Ayazi
    Hesam Arefkhani
    Iranian Journal of Science and Technology, Transactions of Civil Engineering, 2020, 44 : 369 - 376
  • [35] A Dynamic and Discrete Berth Allocation Problem in Container Terminals Considering Tide Effects
    Sheikholeslami, Abdolreza
    Mardani, Mehdi
    Ayazi, Ehsan
    Arefkhani, Hesam
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2020, 44 (01) : 369 - 376
  • [36] A Dynamic Programming-Based Genetic Algorithm for a Joint Pricing Construction Materials Procurement Problem with Uncertainties
    Kang, Kai
    Zhou, Shuyue
    Ma, Yanfang
    Wei, Xuguang
    PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2017, 502 : 297 - 305
  • [37] A dynamic programming-based heuristic for the variable sized two-dimensional bin packing problem
    Liu, Ya
    Chu, Chengbin
    Wang, Kanliang
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (13) : 3815 - 3831
  • [38] Dynamic Berth Allocation Problem with Two Types of Shore Power for Containership Based on Rolling Horizon Strategy
    Hou, Jue
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION ENGINEERING (ICITE), 2017, : 144 - 149
  • [39] A reduced VNS based approach for the dynamic continuous berth allocation problem in bulk terminals with tidal constraints
    Cheimanoff, Nicolas
    Fontane, Frederic
    Kitri, Mohamed Nour
    Tchernev, Nikolay
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 168
  • [40] A dynamic programming-based particle swarm optimization algorithm for an inventory management problem under uncertainty
    Xu, Jiuping
    Zeng, Ziqiang
    Han, Bernard
    Lei, Xiao
    ENGINEERING OPTIMIZATION, 2013, 45 (07) : 851 - 880