尽量减少登机时间

Felix J. L. Willamowski, Andreas M. Tillmann
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引用次数: 2

摘要

众所周知,乘客登机所需的时间会影响飞机的周转时间,因此对航空公司来说具有巨大的成本节约潜力。尽管从经济角度来看,减少登机时间是最重要的目标,但之前设计高效登机策略的努力显然从未直接解决这一问题。本文首先对该问题进行了严格的定义,并证明了其np -硬度。虽然这通常证明了开发不精确的解决方法是合理的,但我们表明,所有通常讨论的登机策略实际上可能远非最佳解决方案。我们通过一个简单的时间感知登机策略来补充这些理论发现,该策略具有保证的近似质量(在合理的假设下),以及局部改进启发式和精确混合整数规划(MIP)公式。数值实验和仿真数据表明,在实际应用中,对于多种飞机客舱布局,可以在合理的时间内得到高质量甚至最优的解。我们还根据经验评估了登机策略对规定登机序列中断的敏感性,并确定了对这种中断的鲁棒性,作为进一步改进的瓶颈。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimizing Airplane Boarding Time
The time it takes passengers to board an airplane is known to influence the turn-around time of the aircraft and thus bears a significant cost-saving potential for airlines. Although minimizing boarding time therefore is the most important goal from an economic perspective, previous efforts to design efficient boarding strategies apparently never tackled this task directly. In this paper, we first rigorously define the problem and prove its NP-hardness. While this generally justifies the development of inexact solution methods, we show that all commonly discussed boarding strategies may in fact give solutions that are far from optimal. We complement these theoretical findings by a simple time-aware boarding strategy with guaranteed approximation quality (under reasonable assumptions) as well as a local improvement heuristic and an exact mixed-integer programming (MIP) formulation. Our numerical experiments with simulation data show that for several airplane cabin layouts, provably high-quality or even optimal solutions can be obtained within reasonable time in practice by means of our MIP approach. We also empirically assess the sensitivity of boarding strategies with respect to disruptions of the prescribed boarding sequences and identify robustness against such disruptions as a bottleneck for further improvements.
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