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Optimization of Stochastic Cargo Container Loading Plans for Air Express Delivery

机译:航空快递随机货柜装载计划的优化

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摘要

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方法,用于解决随机需求下的空运货物装载问题。该方法是结合场景分解技术和遗传算法设计的。这样可以提高解决方案的准确性,从而帮助承运人获得更好的集装箱装载计划,从而提高其盈利能力。使用国际快递公司亚洲运营的数据进行了数值测试,以评估求解方法的性能。

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