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Optimal cargo container loading plans under stochastic demands for air express carriers

机译:航空快递承运人随机需求下的最优货柜装载计划

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摘要

In this research, we develop a stochastic-demand cargo container loading plan model with the objective of minimizing the total operating cost, subject to the related operating constraints. The model is formulated as a nonlinear mixed integer program that is characterized as NP-hard. We employ a problem linearization technique, coupled with a mathematical programming solver, to develop a solution method. To preliminarily evaluate the model and the solution method, we perform a case study using data from an international air express carrier. The results show that the model and the solution method could be useful for air express carriers.
机译:在这项研究中,我们开发了一个随机需求的货柜装载计划模型,目的是在相关的操作约束下将总运营成本降至最低。该模型被公式化为一个非线性混合整数程序,其特征为NP-hard。我们采用问题线性化技术,再结合数学编程求解器,来开发一种求解方法。为了初步评估模型和求解方法,我们使用国际航空快递公司的数据进行了案例研究。结果表明,该模型和求解方法可用于航空快递运输公司。

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