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The Civil Aviation Crew Recovery Time-Space Network Model Based on a Tabu Search Algorithm

机译:基于禁忌搜索算法的民航机组人员恢复时空网络模型

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In order to reduce cost of airlines when disruption of crew scheduling happens, a mathematical programming model of crew scheduling recovery is constructed under the usage of airline crew. In the proposed model, the objective is to minimize the usage of airline crew, moreover, the estimated delay costs are considered as chance constraints. To solve the model, a tabu search algorithm ia adopted. Finally, a numerical example is carried out to illustrate the efficiency of the model and algorithm. The computed results show that the tabu search algorithm designed in this paper to solve the crew scheduling recovery problem not only achieves good optimization results, but also has a higher computational efficiency, a faster convergence rate and a more stable computing result. By this, the airlines cost waste can be better avoided.
机译:为了减少航空公司的成本,在船员调度中断时,在航空公司船员的使用下构建了一项船员调度恢复的数学规划模型。在拟议的模型中,目的是最大限度地减少航空公司机组人员的使用,而且,估计的延迟成本被视为机会限制。要解决该模型,采用了禁忌搜索算法IA。最后,执行数值示例以说明模型和算法的效率。计算结果表明,在本文中设计的禁忌搜索算法解决了船员调度恢复问题不仅实现了良好的优化结果,还具有更高的计算效率,更快的收敛速度和更稳定的计算结果。由此,可以更好地避免航空公司成本浪费。

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