Airport gate scheduling with time windows

被引:58
作者
Lim, A
Rodrigues, B
Zhu, Y
机构
[1] Singapore Management Univ, Sch Business, Singapore 259756, Singapore
[2] Hong Kong Univ Sci & Technol, Dept IEEM, Hong Kong, Hong Kong, Peoples R China
关键词
aircraft gate scheduling; tabu search; memetic algorithm;
D O I
10.1007/s10462-004-7190-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In contrast to the existing airport gate assignment studies where flight have fixed schedules, we consider the more realistic situation where flight arrival and departure times can change. Although we minimize walking distances (or travel time) in our objective function, the model is easily adapted for other material handling costs including baggage and cargo costs. Our objectives are achieved through gate assignments, where time slots alloted to aircraft at gates deviate from scheduled slots minimally. Further, the model can be applied to cross-docking optimization in areas other than airports, such as freight terminals where material arrival times (via trucks, ships) can fluctuate. The solution approach uses insert and interval exchange moves together with a time shift algorithm. We then use these neighborhood moves in Tabu Search and Memetic Algorithms. Computational results are provided and verify that our heuristics work well in small cases and much better in large cases when compared with CPLEX solver.
引用
收藏
页码:5 / 31
页数:27
相关论文
共 21 条
[1]  
[Anonymous], 1997, Tabu Search
[2]  
[Anonymous], 1975, Ann Arbor
[3]   AIRCRAFT STAND ASSIGNMENT TO MINIMIZE WALKING [J].
BABIC, O ;
TEODOROVIC, D ;
TOSIC, V .
JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 1984, 110 (01) :55-66
[4]   A SIMULATION ANALYSIS OF AIRPORT TERMINAL OPERATIONS [J].
BARON, P .
TRANSPORTATION RESEARCH, 1969, 3 (04) :481-&
[5]   Reducing labor costs in an LTL crossdocking terminal [J].
Bartholdi, JJ ;
Gue, KR .
OPERATIONS RESEARCH, 2000, 48 (06) :823-832
[6]   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
[7]  
BRAAKSMA J, 1971, TRANSPORTATION ENG J, P187
[8]   A rule-based reactive model for the simulation of aircraft on airport gates [J].
Cheng, Y .
KNOWLEDGE-BASED SYSTEMS, 1998, 10 (04) :225-236
[9]  
CHENG Y, 1998, J TRANSPORTATION ENG, P188
[10]  
DING H, 2003, IN PRESS COMPUTERS O