Optimal multi-modal transport model for full loads with time windows

Cai Yiping, Zhang Lei, Shao Luning
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引用次数: 10

Abstract

Multi-modal transport of full loads with time limit is a complex problem. Its organization mode, which is link-up multimodal transport, and business process were probed into. Then, the virtual transport network is constructed for multimodal transport selection. Finally, a combination optimal model for multimodal transport of full loads with time windows is presented. Multi-objective genetic algorithm of random weighting is adopted as the optimization method, combined with MATLAB7.0 programming for calculation. A case study shows it can decrease the transport cost by 44.72% to 84.45%, and duration by 25% to 50%.
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带时间窗满载多式联运最优模型
有时限的满载多式联运是一个复杂的问题。探讨了联运多式联运的组织模式和业务流程。然后,构建虚拟运输网络,进行多式联运选择。最后,建立了带时间窗的满载多式联运组合优化模型。采用随机加权的多目标遗传算法作为优化方法,结合MATLAB7.0编程进行计算。实例研究表明,该方案可使运输成本降低44.72% ~ 84.45%,工期降低25% ~ 50%。
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