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Optimization of stochastic cargo container loading plans for air express delivery

机译:随机货运集装箱装载计划的优化

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In this study, we develop a solution method for solving air express cargo loading problems under stochastic demands. The method is designed by combining a scenario decomposition technique and genetic algorithm. This increases the solution accuracy, thus helping carriers obtain a better container loading plan, which will improve their profitability. Numerical tests are performed to evaluate the performance of the solution method using data for the Asian operations of an international express carrier.
机译:在这项研究中,我们开发了一种解决随机需求下的空气快递货物加载问题的解决方法。 该方法是通过组合场景分解技术和遗传算法来设计的。 这增加了解决方案精度,因此帮助载波获得更好的集装箱装载计划,这将提高其盈利能力。 执行数值测试以评估利用国际快递运营商的亚洲运营数据的解决方法的性能。

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