Airport Gate Scheduling with Time Windows Article DOI:
Cite this article as: Lim, A., Rodrigues, B. & Zhu, Y. Artif Intell Rev (2005) 24: 5. doi:10.1007/s10462-004-7190-4 Abstract
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.
Keywords aircraft gate scheduling tabu search memetic algorithm References Babic, O., Teodorovic, D., Tosic, V. 1984 Aircraft Stand Assignment to Minimize Walking Journal of Transportation Engineering 110 55 66 CrossRef Google Scholar Baron, P. 1969 A Simulation Analysis of Airport Terminal Operations Transportation Research 3 481 491 Google Scholar Bartholdi, J., Gue, K. 2000 Reducing Labor Costs in an LTL Cross-docking Terminal Operations Research 48 823 832 Google Scholar Bihr, R. 1990 A Conceptual Solution to the Aircraft Gate Assignment Problem Using 0,1 Linear Programming Computers & Industrial Engineering 19 280 284 Google Scholar
Braaksma, J. & Shortreed, J. (1971). Improving Airport Gate Usage with Critical Path Method. Transportation Engineering Journal of ASCE 97 187–203.
Cheng, Y. (1998a). Network-based Simulation of Aircraft at Gates in Airport Terminals. Journal of Transportation Engineering 188–196.
Cheng, Y. 1998b A Rule-based Reactive Model for the Simulation of Aircraft on Airport Gates Knowledge-based Systems 10 225 236 Google Scholar
Ding, H., Lim, A., Rodrigues, B. & Zhu, Y. (2003a). New Heuristics for the Over-constrained Flight to Gate Assignments. Journal of the Operational Research Society, to appear.
Ding, H., Lim, A., Rodrigues, B. & Zhu, Y. (2003b). The Over-constrained Airport Gate Assignment Problem. Computers & Operational Research, to appear.
Glover, F. & Laguna, M. (1997). Tabu Search. Kluwer Acadamic Publishers.
Goldberg, D. & Lingle, R. (1985). Alleles, Loci, and The Traveling Salesman Problem.
Haghani, A., Chen, M.-C. 1998 Optimizing Gate Assignments at Airport Terminals Transportation Research A 32 437 454 Google Scholar
Holland, J. (1975). Adaptation in Natural and Artifical Systems. The University of Michigan Press.
Mangoubi, R., Mathaisel, D. 1985 Optimizing Gate Assignments at Airport Terminals Transportation Science 19 173 188 CrossRef Google Scholar
Moscato, P. (1989).
On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms. Technical Report, Caltech Concurrent Computation Program, C#P Report 826. Obata, T. 1979The Quadratic Assignment Problem: Evaluation of Exact and Heuristic Algorithms Rensselaer Polytechnic Institute Troy, New York Google Scholar
Oliver, I., Smith, D. & Holland, J. (1987). A Study of Permutation Crossover Operators on the TSP.
Tsui, L.Y., Chang, C.H. 1992 Optimal Solution to Dock Door Assignment Problem Computers and Indutrial Engineering 23 283 286 Google Scholar Wirasinghe, S., Bandara, S. 1990 Airport Gate Position Estimation for Minimum Total Costs - Approximate Closed Form Solution Tranportation Research B 24B 287 297 Google Scholar
Xu, J. & Bailey, G. (2001). The Airport Gate Assignment Problem: Mathematical Model and a Tabu Search Algorithm. In Proceedings of the 34th Hawaii International Conference on System Sciences-2001.
Yan, S., Chang, C.-M. 1998 A Network Model for Gate Assignment Journal of Advanced Transportation 32 176 189 CrossRef Google Scholar