Transporting baggage is critical in airport ground support services to ensure smooth flight operations. However, the scheduling of baggage transport vehicles faces challenges related to low efficiency and high costs. A multi-objective optimization vehicle scheduling model is proposed to address these issues, considering time and space costs, vehicle utilization, and passenger waiting time. An improved genetic algorithm (IGA) based on the large-scale neighborhood search algorithm is proposed to solve this model. The simulation experiment is conducted using actual flight data from an international airport. The IGA algorithm is compared with the standard genetic algorithm (SGA) based on experimental results, revealing that the former achieves convergence in a significantly shorter time. Moreover, the scheduling paths of baggage cars that violate flight service time window requirements are significantly lower in the final scheduling scheme under the IGA algorithm than in SGA. Additionally, there is a 14.89% reduction in total scheduling costs compared to SGA. The results indicate that the proposed model and algorithm are feasible and effective, which can provide a reference for the actual operation of the airport.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Multi-Objective Optimization of Airport Baggage Transport Vehicles’ Scheduling Based on Improved Genetic Algorithm


    Additional title:

    Sae Technical Papers


    Contributors:
    Zhang, Haiyan (author) / Jiang, Han (author) / Zhang, Jian (author) / Qian, Pinzheng (author)

    Conference:

    SAE 2023 Intelligent Urban Air Mobility Symposium ; 2023



    Publication date :

    2023-12-31




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    AIRPORT BAGGAGE CLASSIFICATION SYSTEM

    BEOM YONG PARK / RYU SU CHAN / JEON SE YUN et al. | European Patent Office | 2020

    Free access

    Airport baggage handling system

    DADYALA GAYLLOYD FRANK | European Patent Office | 2016

    Free access

    AIRPORT BAGGAGE HANDLING SYSTEM

    DADYALA GAYLLOYD FRANK | European Patent Office | 2015

    Free access

    METHOD OF DISTRIBUTING AIRPORT BAGGAGE

    LYKKEGAARD UFFE / BENTSEN ANDERS / JORGENSEN ALLAN VANG | European Patent Office | 2015

    Free access

    Method of distributing airport baggage

    LYKKEGAARD UFFE / BENTSEN ANDERS / JORGENSEN ALLAN VANG | European Patent Office | 2015

    Free access