IET Intelligent Transport Systems · 2022 · 22 citations · 37 references
ManagementIndustrial EngineeringOperations ManagementSchedulingStochastic ModelingUncertainty QuantificationInteger ProgrammingOptimization Under UncertaintyStochastic OptimizationStochastic ProgrammingStochastic SchedulingStochastic Systems ModelingAirline SchedulingConstraintsMixed-integer OptimizationMixed-integer ProgrammingProbabilistic SchedulingScheduling ModelsStochastic Mixed-integer ProgrammingStochastic Transportation Models
Abstract The authors propose a new scheduling model and solution method for Ground Movement Problem (GMP) which is designed to manage the movements of flights on the surface of airport air‐side in an effective manner. Since the arrival time for arrival flights and off‐block time for departure flights are usually uncertain parameters for GMP, the proposed scheduling model is stochastic and integrates the three‐dimensional (3‐D) taxiway routes’ assignment (with variable taxiing speed for flights) and the gates/stands allocation for the flights, with fully capturing multiple constraints related to taxiways, gates/stands and aircraft performance limits. The solution method also provides a stochastic quantification scheme concerning both uncertainties by the arrival time and off‐block time information. The schedule results can realize the immunity of the above time uncertainties within a tolerable risk probability. We finally provide numerical analysis to verify the stochastic scheduling model with mixed integer and linear programming (MILP) basics and illustrate the effectiveness of proposed solution method by a test case on Hangzhou international airport in China.
37
Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment
Wu Deng, Huimin Zhao, Xinhua Yang et al. · Applied Soft Computing · 2017 · 363 citations
A Novel K-Means Clustering Algorithm with a Noise Algorithm for Capturing Urban Hotspots
Xiaojuan Ran, Xiangbing Zhou, Lei Mu et al. · Applied Sciences · 2021 · 233 citations · Full text
Flight gate scheduling: State-of-the-art and recent developments
Ulrich Dorndorf, Andreas Drexl, Yury Nikulin et al. · Omega · 2005 · 169 citations