交叉对接配送网络中的转运问题及处罚

Z. Miao, Feng Yang, Ke Fu
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引用次数: 6

摘要

本文研究了一种新型的转运问题,该问题通过交叉码头的流量受到固定运输计划的约束,任何货物在问题时间范围的最后一刻延迟都会产生相对较高的库存惩罚成本。已知这个问题在强意义上是np完全的。因此,我们专注于开发有效的启发式。基于该问题的结构,提出了一种有效求解该问题的遗传算法。不同场景下的计算实验表明,遗传算法优于CPLEX算法。
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Transshipment problem with penalty in crossdocking distribution networks
In this paper we study a new type of transshipment problem, the flows through the crossdock are constrained by fixed transportation schedules and any cargos delayed at the last moment of the time horizon of the problem will incur relative high inventory penalty cost. The problem is known to be NP-complete in the strong sense. We therefore focus on developing efficient heuristics. Based on the problem structure, we propose a Genetic Algorithm to solve the problem efficiently. Computational experiments under different scenarios show that GA outperforms CPLEX solver.
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