Integer and constraint programming model formulations for flight-gate assignment problem

被引:11
作者
Ornek, M. Arslan [1 ]
Ozturk, Cemalettin [2 ]
Sugut, Ipek [3 ]
机构
[1] Yasar Univ, Dept Ind Engn, TR-35100 Izmir, Turkey
[2] United Technol Res Ctr Ireland, Raytheon Technol, Cork, Ireland
[3] Turkish Airlines, Istanbul, Turkey
关键词
Flight-gate assignment problem; Integer programming; Constraint programming; AIRPORT; OPTIMIZATION; ALGORITHM;
D O I
10.1007/s12351-020-00563-9
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Flight-gate assignment problems are complex real world problems involving different constraints. Some of these constraints include plane-gate eligibility, assigning planes of the same airline and planes getting service from the same ground handling companies to adjacent gates, buffers for changes in flight schedules, night stand flights, priority of some gates over others, and so on. In literature there are numerous models to solve this highly complicated problem and tackle its complexity. In this study, first, we propose two different integer programming models, namely, timetabling and assignment based models, and then a scheduling based constraint programming model to solve the problem to optimality. These models prove to be highly efficient in that the computational times are quite short. We also present the results for one day operation of an airport using real data. Finally, we present our conclusions based on our study along with the possible further research.
引用
收藏
页码:135 / 163
页数:29
相关论文
共 25 条
[1]  
[Anonymous], 2017, IBM ILOG CPLEX OPT S
[2]  
Ballis A, 2002, OPER RES INT J, V2, P391, DOI [10.1007/BF02936393, DOI 10.1007/BF02936393]
[3]   A CONCEPTUAL SOLUTION TO THE AIRCRAFT GATE ASSIGNMENT PROBLEM USING 0, 1 LINEAR-PROGRAMMING [J].
BIHR, RA .
COMPUTERS & INDUSTRIAL ENGINEERING, 1990, 19 (1-4) :280-284
[4]  
Bolat A, 1999, J OPER RES SOC, V50, P23, DOI 10.1057/palgrave.jors.2600655
[5]  
Bouras A, 2014, SCI WORLD J, V923859, P27
[6]   The use of meta-heuristics for airport gate assignment [J].
Cheng, Chun-Hung ;
Ho, Sin C. ;
Kwan, Cheuk-Lam .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (16) :12430-12437
[7]  
de Man S, 2011, AERLINES, V53, P1
[8]  
Dechter R., 2003, ser. The Morgan Kaufmann Series in Artificial Intelligence
[9]   Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment [J].
Deng, Wu ;
Zhao, Huimin ;
Yang, Xinhua ;
Xiong, Juxia ;
Sun, Meng ;
Li, Bo .
APPLIED SOFT COMPUTING, 2017, 59 :288-302
[10]   Finding a robust assignment of flights to gates at Amsterdam Airport Schiphol [J].
Diepen, G. ;
van den Akker, J. M. ;
Hoogeveen, J. A. ;
Smeltink, J. W. .
JOURNAL OF SCHEDULING, 2012, 15 (06) :703-715