南京航空航天大学学报2024，Vol.56Issue(6)：1013-1023,11.DOI:10.16356/j.1005-2615.2024.06.004
考虑中转旅客的枢纽机场航班时刻优化
Optimization of Flight Schedules at Hub Airports Considering Transit Passengers
摘要
Abstract
In order to allocate airport flight time resources more scientifically and reasonably,a flight time optimization method considering transit passengers is proposed.First,a flight connection quality assessment model considering the effectiveness of candidate trips is constructed by combining the travel choice characteristics of transit passengers.Second,a dual-objective model is established to maximize the flight connection quality and minimize the maximum flight time offset,and constraints such as the type of transit passengers and the type of connecting flights are taken into account,so that the optimization model is more in line with the actual transit operation situation of hub airports.Finally,an adaptive large neighborhood search algorithm is designed to solve the problem,and the model and algorithm are applied to Beijing Capital International Airport for case study.The results show that the constructed model can provide passengers with more effective trips,increase the number of reachable airports,and improve airport connectivity based on the differences in the choices of transit passengers in terms of time,space,the impact of direct flights,and service quality.The optimized effective passenger journeys and flight connection quality have been improved by 21.74%and 21.57%,respectively,and the connection quality of about 79.66%of the flights has been improved.It can be seen that the optimized flight schedules are more reasonable in terms of temporal and spatial distribution,which can significantly improve the quality of connection between flights and provide more effective transfer options for transit passengers.关键词
航空运输/航班时刻优化/旅客中转/航班衔接/自适应大邻域搜索Key words
air transportation/flight time optimization/passenger transfer/flight connection/adaptive large neighborhood search分类
航空航天引用本文复制引用
马辰婷,吴薇薇,关柏川,丁程锦..考虑中转旅客的枢纽机场航班时刻优化[J].南京航空航天大学学报,2024,56(6):1013-1023,11.基金项目
国家自然科学基金项目(U2033205) （U2033205）
民航局安全能力专项项目(1007-IMH22004) （1007-IMH22004）
南京航空航天大学科研与实践创新计划项目(xcxjh20220712). （xcxjh20220712）
