TY - JOUR
T1 - A heuristic approach for airport gate assignments for stochastic flight delays
AU - Yan, Shangyao
AU - Tang, Ching Hui
N1 - Funding Information:
This research was supported by a grant (NSC-93-2211-E-008-022) from the National Science Council of Taiwan. We thank the CKS Airport personnel for providing the test data and their valuable opinions. We also thank an anonymous referee for his/her valuable suggestions on the presentation of the paper.
PY - 2007/7/16
Y1 - 2007/7/16
N2 - To make good flight to gate assignments, not only do all the relevant constraints have to be considered, but stochastic flight delays that occur in actual operations also have to be taken into account. In past research, airport gate assignments and stochastic disturbances have often been handled in the planning and the real-time stages separately, meaning that the interrelationship between these stages, as affected by such delays, has been neglected. In this research, we develop a heuristic approach embedded in a framework designed to help the airport authorities make airport gate assignments that are sensitive to stochastic flight delays. The framework includes three components, a stochastic gate assignment model, a real-time assignment rule, and two penalty adjustment methods. The test results are based on data supplied by a Taiwan international airport, and show that the proposed framework performs better than the current manual assignment process and the traditional deterministic model.
AB - To make good flight to gate assignments, not only do all the relevant constraints have to be considered, but stochastic flight delays that occur in actual operations also have to be taken into account. In past research, airport gate assignments and stochastic disturbances have often been handled in the planning and the real-time stages separately, meaning that the interrelationship between these stages, as affected by such delays, has been neglected. In this research, we develop a heuristic approach embedded in a framework designed to help the airport authorities make airport gate assignments that are sensitive to stochastic flight delays. The framework includes three components, a stochastic gate assignment model, a real-time assignment rule, and two penalty adjustment methods. The test results are based on data supplied by a Taiwan international airport, and show that the proposed framework performs better than the current manual assignment process and the traditional deterministic model.
KW - Gate assignment
KW - Real-time gate assignment
KW - Stochastic flight delay
KW - Stochastic programming
UR - http://www.scopus.com/inward/record.url?scp=33846657372&partnerID=8YFLogxK
U2 - 10.1016/j.ejor.2006.05.002
DO - 10.1016/j.ejor.2006.05.002
M3 - 期刊論文
AN - SCOPUS:33846657372
SN - 0377-2217
VL - 180
SP - 547
EP - 567
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 2
ER -