航空计算技术2024,Vol.54Issue(6) :22-26.

基于改进列生成算法的非正常航班恢复研究

Research on Irregular Flight Recovery Based on Improved Column Generation Algorithm

罗凤娥 张鑫 谢玲娟
航空计算技术2024,Vol.54Issue(6) :22-26.

基于改进列生成算法的非正常航班恢复研究

Research on Irregular Flight Recovery Based on Improved Column Generation Algorithm

罗凤娥 1张鑫 1谢玲娟2
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作者信息

  • 1. 中国民用航空飞行学院,四川广汉 618000
  • 2. 淄博世纪英才外语学校,山东淄博 255000
  • 折叠

摘要

当对非正常航班实施运行管理时,航空公司需要实时重新安排航班和分配飞机,且采取各种恢复措施来制定航班恢复计划.为了尽可能降低恢复成本,根据非正常航班恢复问题的特征,建立了恢复措施成本最小的整数规划模型,提出了一个基于列生成算法框架的启发式算法来解决航班恢复问题.在主问题中,明确考虑了机型平衡约束和维修约束;在子问题中,应用了标号更正法对列生成算法进行改进.根据航空公司的算例研究表明,主问题给出了一个非常紧密的线性松弛,验证了模型和改进的列生成算法的有效性及求解效率.

Abstract

When implementing operational management for irregular flights,airlines need to reschedule flights and allocate aircraft in real time,and take various recovery measures to develop flight recovery plans.In order to reduce the recovery cost as much as possible,based on the characteristics of the abnor-mal flight recovery problem,an integer planning model is established to minimise the cost of recovery measures,and a heuristic algorithm based on the framework of column generation algorithm is proposed to solve the flight recovery problem.In the master problem,model balance constraints and maintenance con-straints are explicitly considered;in the subproblems,the marking correction method is applied and the e-valuation process of model exchange is incorporated.Based on an airline case study,the master problem gives a very tight linear relaxation,which validates the effectiveness and efficiency of the model and the improved column generation algorithm.

关键词

非正常航班/飞机恢复问题/列生成算法/机型交换/标号更正法

Key words

irregular flight/aircraft recovery problem/column generation algorithm/fleet assignment/lable correcting algorithm

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出版年

2024
航空计算技术
中国航空工业西安航空计算技术研究所

航空计算技术

CSTPCD
影响因子:0.316
ISSN:1671-654X
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