考虑公平性的客舱乘务员排班研究
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A study of cabin crew scheduling considering fairness
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    摘要:

    针对由于排班不公平导致客舱乘务员流失的情况,为降低排班问题复杂度,首先生成符合航班运行基本规则的任务环,在此基础上同时考虑飞行小时、过早过晚航班、客舱乘务员人数三种因素,建立公平性排班数学模型,采用遗传算法求解。对比客舱乘务员随机排班和公平性模型排班两种方案下的结果。实验结果表明,运用优化后的乘务员公平性排班模型的方差更小,此模型对于客舱乘务员排班提供更公平的方案,具有一定的有效性。

    Abstract:

    To address the loss of cabin crew due to unfair scheduling, in order to reduce the complexity of the scheduling problem, a task ring that conforms to the basic rules of flight operation was generated, and on the basis of which three factors of flight hours, too early and too late flights, and the number of cabin crew members were simultaneously considered to establish a mathematical model of fairness scheduling, and solve it by using a genetic algorithm. Comparing the results under the two schemes of cabin crew random scheduling and fairness model scheduling, it is found that the variance of the optimized cabin crew fairness scheduling model is smaller, and the model is effective in providing a fairer solution for cabin crew scheduling.

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于蓉,郝蓉慧,关欣怡.考虑公平性的客舱乘务员排班研究[J].科技与产业,2023,23(22):131-135

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  • 在线发布日期: 2023-12-21
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