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考虑多个分销中心的联合车辆路线优化研究
Di Liu1, Mengchi Li2, Yushun Lei3
1School of Sciences and Arts, Guangzhou Maritime University, Guangzhou, China.
PloS one
|January 23, 2026
概括
本研究介绍了一个整数编程模型和列生成算法,以优化城市车辆交付网络. 这些方法有效地选择分销中心和规划路线,最大限度地减少总运输时间.
科学领域:
- 运营研究 运营研究
- 物流管理物流管理的管理.
- 城市规划 城市规划
背景情况:
- 高效的城市配送对于供应链的性能至关重要.
- 当前的分销网络在选择最佳分销中心和规划交付路线方面面临着挑战.
- 尽量减少运输时间是城市物流的一个关键目标.
研究的目的:
- 为城市车辆配送网络开发一个整数编程模型.
- 设计一个专为分配中心选择和路线规划量身定制的列生成算法.
- 在城市物流中尽量减少总运输时间.
主要方法:
- 为城市车辆配送网络制定一个整数编程模型.
- 开发一类列生成算法.
- 使用CPLEX进行示例解决方案的比较分析.
主要成果:
- 拟议的列生成算法证明了可行性.
- 规划模型证明了实际的城市物流场景的实用性.
- 从实际数据生成的示例分析验证了模型的有效性.
结论:
- 开发的模型和算法为城市分布挑战提供了有效的解决方案.
- 有效的配送中心选择和路线规划可以显著减少运输时间.
- 这项研究为优化城市车辆配送网络提供了实际框架.
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