遗传算法确定零担货物的选择装箱方式

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Deciding to select and load piece goods in container by genetic algorithm

School of Traffic and Transportation, Southwest Jiaotong University, Chengdu 610031, China

摘要: 提出了在铁路运输中应用遗传算法确定零担货物在集装箱中的合理选择装箱, 并阐述了该算法的具体实现过程, 有利于提高决策效率和促进铁路实现集装箱运输作业物流化。
- 集装箱 /
- 遗传算法 /
- 选择 /
- 零担货物
Abstract: The authors put forward that genetic algorithms could be applied to the piece good's reasonable selection and loading in container for railway transportation, and the visualized realization is also expatiated.It will be propitious to improving decision making and accelerating the container transportation to become logistics.
- container /
- genetic algorithms /
- select /
- the piece goods

图 1 交叉过程

Figure 1. The crossover process

下载: 全尺寸图片幻灯片

表 1 货物重量和占箱的容积

Table 1. Freight weight and occupying volume

下载: 导出CSV

表 2 计算数值结果

Table 2. The calculated results

下载: 导出CSV

表 3 算法性能比较

Table 3. The performance compare of all the algorithms

下载: 导出CSV

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