基于考虑乘客行为选择的计算机算法的航班中断管理研究

Yuzhen Hu, Tao Lv, Yan Han
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引用次数: 0

摘要

为了进一步完善航线中断管理计算机辅助决策系统的设计。本文在运用前景理论分析乘客行为选择的基础上,利用带时网络和乘客换乘算法,建立了航空公司回收成本和乘客心理损失最小的双目标整数规划模型。利用国内某航空公司的实际数据进行验证,结果表明本文提出的方法能有效提高航班恢复计划的质量,可为航空公司计算机辅助决策系统的设计提供参考。
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Research on airline disruption management based on computer algorithm considering passenger behavior choice
In order to further improve the design of the airline disruption management computer-aided decision-making system. Based on the use of prospect theory to analyze passenger behavior choices, the paper uses time-band network and passenger transfer algorithm to establishes a two-objective integer programming model that minimizes airline recovery costs and passengers' psychological losses. Using actual data from a domestic airline for verification, the results show that the method proposed in this paper can effectively improve the quality of the flight recovery plan, and can provide a reference for the design of airline computer-aided decision-making system.
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