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Real-time decision support for airline schedule disruption management

机译:实时决策支持,用于航班时刻表中断管理

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This study applied a method of inequality-based multiobjective genetic algorithm (MMGA) for real-time airline schedule disruption management in response to the schedule disruption of short-haul, quick turnaround flights with an environmental consideration. Empirical study based on a real-world airline flight schedule demonstrated that the proposed model can recover a disrupted schedule within about 3 CPU min which is more sufficient for real-time operation control. Consequently, it can be employed as a real-time decision supporting tool for practical complex airline operations to save operation cost, increase passengers’ convenience and reduce air pollution.
机译:这项研究应用了一种基于不等式的多目标遗传算法(MMGA)的方法,用于对航空公司的实时航班时刻表扰动进行管理,以响应考虑到环境因素的短途快速周转航班的时刻表扰乱。基于现实世界航空公司航班时刻表的经验研究表明,所提出的模型可以在3个CPU分钟内恢复中断的时刻表,这对于实时运行控制来说已经足够了。因此,它可以用作实际的复杂航空公司运营的实时决策支持工具,以节省运营成本,增加乘客的便利性并减少空气污染。

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