Airport escort manpower supply planning and scheduling

IF 3.9 2区 工程技术 Q2 TRANSPORTATION
Shangyao Yan , Ching-Sheng Sun , Yu-Ting Hsu
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引用次数: 0

Abstract

Given the growing demand for tourism and an aging population, the need for escort services in airport operations is increasing steadily. Therefore, optimizing the dispatching of escorts to reduce waiting times for passengers with reduced mobility is currently a significant concern. This study utilizes the time-space network technique and mathematical programming to develop a model for escort manpower supply planning and scheduling, aiming to minimize manpower needs. Additionally, the model incorporates service delay and task aborting strategies to better reflect real-world scenarios. To efficiently solve the model, we introduce both a Relax-and-Fix algorithm and a fairness-considerate flow decomposition algorithm. Using data from a Taiwan international airport, we conduct a case study and perform sensitivity/scenario analysis on various parameters. The results highlight the potential of the developed model and algorithms in effectively managing manpower supply planning, escort dispatching, and task assignment in practical situations.
机场护送人员供应计划和调度
随着旅游需求的增长和人口老龄化,机场对陪护服务的需求也在稳步增长。因此,优化护送人员的调度,减少行动不便乘客的等待时间,是目前值得关注的问题。本研究以人力需求最小化为目标,运用时空网络技术与数学规划,建立护航人力供给计划与调度模型。此外,该模型还结合了服务延迟和任务中止策略,以更好地反映真实场景。为了有效地求解该模型,我们引入了一种松弛修复算法和一种考虑公平性的流分解算法。​结果突出了所开发的模型和算法在实际情况下有效管理人力供应计划、护送调度和任务分配方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
12.40
自引率
11.70%
发文量
97
期刊介绍: The Journal of Air Transport Management (JATM) sets out to address, through high quality research articles and authoritative commentary, the major economic, management and policy issues facing the air transport industry today. It offers practitioners and academics an international and dynamic forum for analysis and discussion of these issues, linking research and practice and stimulating interaction between the two. The refereed papers in the journal cover all the major sectors of the industry (airlines, airports, air traffic management) as well as related areas such as tourism management and logistics. Papers are blind reviewed, normally by two referees, chosen for their specialist knowledge. The journal provides independent, original and rigorous analysis in the areas of: • Policy, regulation and law • Strategy • Operations • Marketing • Economics and finance • Sustainability
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