Learning large neighborhood search for vehicle routing in airport ground handling

• Main Authors: ZHOU, Jianan, WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Jie, CHEN, Zhenghua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Airport ground handling; Airports; Atmospheric modeling; data-driven optimization; deep learning; Genetic algorithms; graph neural network; large neighborhood search; learning to optimize; Maintenance engineering; Optimization; Routing; Vehicle routing; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8192; https://ink.library.smu.edu.sg/context/sis_research/article/9195/viewcontent/learning.pdf
• Institution: Singapore Management University

Dispatching vehicle fleets to serve flights is a key task in airport ground handling (AGH). Due to the notable growth of flights, it is challenging to simultaneously schedule multiple types of operations (services) for a large number of flights, where each type of operation is performed by one speci...