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在海港码头进行地下集装箱物流的垂直和水平运输的联合调度
Chengji Liang1, Yu Wang1, Bin Lu2
1Logistics Research Center, Institute of Logistics Science and Engineering, Shanghai Maritime University, Shanghai, China.
PloS one
|November 22, 2024
概括
本研究介绍了一个地下物流系统,用于港口城市高效的集装箱运输. 一个遗传算法优化了地下物流车辆 (ULV) 和院子起重机 (YC) 的调度,减少了等待时间和拥堵.
科学领域:
- 物流和供应链管理的物流和供应链管理.
- 运营研究 运营研究
- 运输工程 运输工程
背景情况:
- 港口城市因集装箱物流而面临越来越多的道路拥堵和污染.
- 地下物流系统为有效的集装箱运输提供了一种新的解决方案.
- 目前的系统缺乏优化时间表,以实现地下和地面综合运营.
研究的目的:
- 为新型地下物流系统开发一个优化的调度模型.
- 尽量减少院子起重机 (YC) 和地下物流车辆 (ULV) 的总等待时间.
- 为了评估一个基因算法的效率来解决这个复杂的调度问题.
主要方法:
- 作为整数编程模型,制定一个联合调度问题.
- 开发一种基因算法,以解决ULVs的排列和拥堵问题.
- 数值实验验验证算法并比较排序策略.
主要成果:
- 拟议的遗传算法有效地解决了联合调度问题.
- 该系统显示了减少集装箱运输效率低下的潜力.
- 分析提供了对ULVs最佳排队策略的见解.
结论:
- 开发的模型和算法为实施地下物流系统提供了科学基础.
- 优化调度对于集成港口码头运营的效率至关重要.
- 地下物流系统可以显著减轻城市拥堵和污染.
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