基于分布式整数编程方法的飞机路线恢复
Luyao Yang1, Zhikang Wang1, Haochen Yu1
1School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, China.
Mathematical biosciences and engineering : MBE
|July 28, 2023
概括
本研究提出了一种有效的方法,用于恢复因意外事件中断的飞机航线. 它通过生成新的航线和重新分配飞机来解决飞行计划修复问题,最大限度地减少经济损失.
科学领域:
- 航空运营研究 航空运营研究
- 运营研究 运营研究
- 计算机科学 计算机科学
背景情况:
- 由于天气或飞机故障等因素造成的飞行中断,航空公司面临重大经济损失.
- 恢复中断的飞机航线对于最小化这些财务影响和确保运营连续性至关重要.
研究的目的:
- 开发和验证一种恢复飞机航线的方法,以减轻飞行中断造成的经济损失.
- 为应对航空运营中无计划中断所带来的挑战.
主要方法:
- 该研究将飞机路线恢复问题分为两个子问题:飞行路线生成和飞机重新分配.
- 使用固定点代方法的整数编程用于可行的路线生成.
- 为高效,分布式计算解决方案空间提出了一个细分方法.
主要成果:
- 拟议的方法有效地产生可行的飞行路线,并重新分配飞机来修复中断的飞行计划.
- 在涉及飞机故障接地和机场关闭的场景中证明有效.
- 细分方法可以实现快速有效的计算.
结论:
- 开发的方法为在动态的航空环境中恢复飞机航线提供了有效的解决方案.
- 这项研究通过提高运营弹性,有助于在载人航空中推进无人航空应用.
- 这种方法有助于航空公司减少与飞行计划中断相关的经济损失.
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