An Optimization Approach to Berth Allocation Problems

被引:2
|
作者
Chang, Shu-Chuan [1 ]
Lin, Ming-Hua [2 ]
Tsai, Jung-Fa [3 ]
机构
[1] Natl Taipei Univ Technol, Coll Management, Taipei 106344, Taiwan
[2] Univ Taipei, Dept Urban Ind Management & Mkt, Taipei 111036, Taiwan
[3] Natl Taipei Univ Technol, Dept Business Management, Taipei 106344, Taiwan
关键词
transportation; berth allocation problem; global optimization; genetic algorithm; GENETIC ALGORITHM; PACKING; MODELS;
D O I
10.3390/math12050753
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The berth allocation problem determining the berthing time and position for incoming vessels in port operations has garnered increased attention within the global transportation network. This study focuses on the berth allocation problem with a continuous quay and dynamic vessel arrivals. With the overarching goal of enhancing service quality and optimizing berth utilization rates, this article proposes a mathematical programming model that minimizes the total waiting time of vessels and the overall completion time of vessel service. The formulated model is a mixed-integer linear programming problem that deterministic optimization techniques can globally solve. For large-scale problems, this study develops a genetic algorithm optimization approach to improve computational efficiency in reaching a near-optimal solution. Several numerical experiments are conducted to demonstrate the effectiveness and efficiency of the proposed approach.
引用
收藏
页数:15
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