基于仿真的地勤人员优化:以某区域性机场为例

Blaž Rodič, A. Baggia
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引用次数: 1

摘要

本文介绍了某地区机场地勤调度自动化项目的仿真模型。我们的目标是开发健壮的地勤任务调度和班次生成算法,以改进现有的启发式规则。我们利用仿真建模来开发和验证算法,从现有调度过程的模型开始,在电子表格软件中编码和可视化,并以用于可视化和验证优化过程的混合离散事件和基于代理的模型结束。通过与机场人事经理的会议和对地勤人员流程的观察,记录了显性和隐性的专家知识。收集到的知识与商业规则、合同限制和劳工立法相结合,形成了最终版本的
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation Based Optimisation of Ground Crews: Case of a Regional Airport
Paper presents the simulation models built within an airport ground crew scheduling automatization project at a regional airport. Our goal was to develop robust ground crew task scheduling and shift generation algorithms that would improve on existing heuristic rules. We have utilized simulation modeling to develop and validate the algorithms, starting with a model of the existing scheduling process coded and visualized in spreadsheet software and ending with a hybrid Discrete Event and Agent Based model used for the visualization and verification of the optimized processes. Explicit and tacit expert knowledge was recorded through meetings with airport personnel managers and observation of the ground crew processes. Gathered knowledge was combined with business rules, contractual limitations and labor legislation to develop the final version of
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