A computational study of Benders decomposition for the integrated aircraft routing and crew scheduling problem

被引:147
|
作者
Mercier, A
Cordeau, JF
Soumis, F
机构
[1] HEC Montreal, Montreal, PQ H3T 2A7, Canada
[2] Gerad, Montreal, PQ H3T 2A7, Canada
[3] Ecole Polytech, Montreal, PQ H3C 3A7, Canada
[4] Gerad, Montreal, PQ H3C 3A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
aircraft routing; crew scheduling; integrated planning; benders decomposition; column generation;
D O I
10.1016/j.cor.2003.11.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The integrated aircraft routing and crew scheduling problem consists in determining a minimum-cost set of aircraft routes and crew pairings such that each flight leg is covered by one aircraft and one crew. and side constraints are satisfied. While some side constraints involve only crews or aircraft, linking constraints impose minimum connection times for crews that depend oil aircraft connections. We propose an enhanced model incorporating robustness to handle these linking constraints and compare two Benders decomposition methods-one with the aircraft routing problem as the master problem and one with the crew pairing problem. We also study the impact of generating Pareto-optimal cuts on the speed of convergence of these methods. Computational experiments performed on test instances provided by two major airlines show that the proposed approach yields high-quality solutions in reasonable computing times. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1451 / 1476
页数:26
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