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海运集装箱码头的双层堆叠铁路车皮分配问题

The double stack railcar allocation problem at marine container terminals

Journal of the Operational Research Society · 2023
被引 3
ABS 3

中文导读

研究了集装箱码头中双层堆叠铁路车皮分配问题,提出整数线性优化模型和高效求解方法,计算时间可减少99%以上,对港口运营管理者有参考价值。

Abstract

This paper introduces and solves a real-world problem that arises at container ports, namely the double stack railcar allocation problem. The key challenge in the double stack railcar allocation problem is to balance the number of containers loaded and the railcar usage, while respecting the loading constraints for double stack trains. To capture the key characteristics of the double stack railcar allocation problem, an integer linear optimization model is presented. The model is found to be computationally prohibitive for a state-of-the-art off-the-shelf solver (CPLEX). Hence, a tailored solution method is proposed that manages to drastically reduce the computation times, sometimes by more than 99%. In a detailed case study, insights into the double stack railcar allocation problem are revealed and discussed.

集装箱港口铁路运输优化模型算法设计