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Two-Stage Stochastic Integer Programming Model for Multiperiod Sea Cargo Mix Problem in Container Shipping Industry

机译:集装箱航运业多期海产品混合问题的两阶段随机整数规划模型

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摘要

In this paper, we consider the cargo mix problem under uncertainty in the container shipping industry. We seek to determine the optimal cargo mix in a multiperiod planning horizon with the objective of maximizing the total expected profit derived from all freight bookings received in the planning horizon. We present a two-stage stochastic integer programming model and propose a heuristic algorithm for multiperiod sea cargo mix problem under uncertainty. Finally, numerical experiments on a wide range of randomly generated problem instances are conducted to demonstrate the efficiency of the algorithm.
机译:在本文中,我们考虑了集装箱运输行业不确定性下的货物混合问题。我们力求在一个多周期的计划范围内确定最佳的货物组合,以使从计划范围内收到的所有货运预订产生的总预期利润最大化的目标。我们提出了一种两阶段随机整数规划模型,并针对不确定性下的多周期海上货物混合问题提出了一种启发式算法。最后,对各种随机产生的问题实例进行了数值实验,以证明该算法的有效性。

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