Heuristics for flights arrival scheduling at airports

被引:11
作者
Ahmadian, Mohammad Mahdi [1 ]
Salehipour, Amir [1 ]
机构
[1] Univ Technol, Sch Math & Phys Sci, Sydney, NSW, Australia
基金
澳大利亚研究理事会;
关键词
aircraft landing; weighted earliness and tardiness minimization; heuristic; matheuristic; relaxation neighborhood; relax‐ and‐ solve; AIRCRAFT LANDING PROBLEM; OPTIMIZATION; ALGORITHMS; SEARCH; FIX;
D O I
10.1111/itor.12901
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We develop an efficient matheuristic algorithm for the aircraft landing problem (ALP). The ALP aims to schedule aircraft landings such that the total deviation from target arrival times is minimized. We propose a relax-and-solve (R&S) algorithm that operates by performing a set of "relax" and "solve" iterations. The relax procedure destructs a sequence of aircraft landings, and the solve procedure re-constructs a complete sequence and schedules the aircraft landings. We compare the proposed algorithm and the state-of-the-art algorithm for the ALP and also the solver CPLEX, and show that our algorithm obtains all best-known solutions within one minute, even for instances including 500 aircraft. Those characteristics of the algorithm are very important for practical settings. In particular, the typical short time window available for planning the aircraft landings at busy airports demands quick delivery of quality landing schedules (or updating the current schedule), and fast and effective algorithms are therefore paramount.
引用
收藏
页码:2316 / 2345
页数:30
相关论文
共 45 条
[1]  
Abela J., 1993, Proceedings of the 12th National ASOR Conference, P71
[2]   A meta-heuristic to solve the just-in-time job-shop scheduling problem [J].
Ahmadian, Mohammad Mahdi ;
Salehipour, Amir ;
Cheng, T. C. E. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 288 (01) :14-29
[3]   Aircraft Landing Problem: An Efficient Algorithm for a Given Landing Sequence [J].
Awasthi, Abhishek ;
Kramer, Oliver ;
Laessig, Joerg .
2013 IEEE 16TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE 2013), 2013, :20-27
[4]   Algorithms for Scheduling Runway Operations Under Constrained Position Shifting [J].
Balakrishnan, Hamsa ;
Chandran, Bala G. .
OPERATIONS RESEARCH, 2010, 58 (06) :1650-1665
[5]   Scheduling aircraft landings - The static case [J].
Beasley, JE ;
Krishnamoorthy, M ;
Sharaiha, YM ;
Abramson, D .
TRANSPORTATION SCIENCE, 2000, 34 (02) :180-197
[6]   Displacement problem and dynamically scheduling aircraft landings [J].
Beasley, JE ;
Krishnamoorthy, M ;
Sharaiha, YM ;
Abramson, D .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2004, 55 (01) :54-64
[7]   Dynamic scheduling of aircraft landings [J].
Bennell, Julia A. ;
Mesgarpour, Mohammad ;
Potts, Chris N. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 258 (01) :315-327
[8]   Airport runway scheduling [J].
Bennell, Julia A. ;
Mesgarpour, Mohammad ;
Potts, Chris N. .
4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2011, 9 (02) :115-138
[9]   Minimizing total completion time subject to release dates and sequence-dependent processing times [J].
Bianco, L ;
Dell'Olmo, P ;
Giordani, S .
ANNALS OF OPERATIONS RESEARCH, 1999, 86 (0) :393-415
[10]  
Boschetti MA, 2009, LECT NOTES COMPUT SC, V5818, P171, DOI 10.1007/978-3-642-04918-7_13