相关实验视频
Updated: Sep 13, 2025

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Operation of the Collaborative Composite Manufacturing CCM System
Published on: October 1, 2019
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订单履行规划与众包集成集成的计划
Xuejing Cao1, Zhongmin Da2, Xuefei Wang3
1School of Business, Shaoxing University, Shaoxing, 312000, China.
Scientific reports
|July 27, 2025
概括
这项研究引入了电子商务交付的新模式,即两级多仓库众包分发交付订单履行问题. 它使用众包代理和分发交付来降低物流成本并提高灵活性.
科学领域:
- 运营研究 运营研究
- 物流管理物流管理
- 电子商务优化 电子商务优化
背景情况:
- 电子商务的快速增长带来了重要的最后一英里交付挑战.
- 城市物流越来越多地利用众包来提供灵活的交付解决方案.
- 传统的配送模式与现代在线零售的规模和需求作斗争.
研究的目的:
- 正式定义两级多仓库众包分发交货订单履行问题 (2E-MDCSDOFP).
- 开发一个高效的算法来解决这个复杂的物流问题.
- 评估众包分发交付所提供的成本效益和灵活性改进.
主要方法:
- 整数编程公式,以最大限度地降低总物流成本.
- 开发一个自适应的大社区搜索 (ALNS) 算法.
- 对基准场景进行了广泛的实验验证.
主要成果:
- 拟议的2E-MDCSDOFP模型有效地整合了众包和分发交付.
- ALNS算法在解决大规模实例方面表现出了高效率.
- 与传统方法相比,在交付灵活性和成本效益方面观察到显著的改善.
结论:
- 众包和分发交付提供了一种有价值的方法来增强现代分销系统.
- 开发的模型和算法为复杂的电子商务履行提供了强大的解决方案.
- 这项研究突出了更高效和更适应性的城市物流的途径.
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