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计算机系统应用英文版:2021,30(11):289-297
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考虑编制受限的均衡任务覆盖人员排班模型
(华南理工大学 工商管理学院, 广州 510641)
Scheduling Model for Balanced Task Coverage Considering Limited Personnel
(School of Business Administration, South China University of Technology, Guangzhou 510641, China)
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Received:January 11, 2021    Revised:February 07, 2021
中文摘要: 本文研究了考虑编制受限情况下的机场地勤人员排班问题. 目的是从管理角度最小化成本, 解决无法通过雇佣外界临时工以满足需求的人员紧缺问题, 同时提高由不确定性因素造成计划中断的应对能力. 本文建立了考虑编制受限的均衡任务覆盖混合整数优化模型, 针对问题的特点设计了高效的启发式算法求解, 并通过大型机场的真实算例验证算法及模型的效果. 从无法覆盖的任务在排班周期内分布情况和员工间公平性两个角度分析模型在实际应用中的情况, 证实模型能够很好应对用人高峰问题, 提高机场运营效率, 同时协助管理者在人员组成上进行决策.
Abstract:In this work, we study the ground staff scheduling problem for airports facing a shortage of personnel. From a management perspective, the objectives are to minimize costs, address the personnel shortage problem without hiring temporary workers, and improve the responsive ability to the interruptions caused by uncertain factors. We propose a mixed-integer optimization model for balanced task coverage considering limited personnel and, according to features of the problem, design an efficient heuristic algorithm. The effectiveness of the algorithm and model is verified by real cases from a large airport. From two practical perspectives, the distribution of unassigned tasks in the scheduling cycle and the fairness among employees, we analyze the applicability of the model. The results confirm that the model performs well in confronting the staff shortage, improving the efficiency of airport operations, and assisting managers in making decisions on personnel composition.
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基金项目:国家自然科学基金(71501075, 71971085); 广东省自然科学基金杰出青年基金(2015A030306007); 中央高校基本科研业务费用专项资金(2019ZD15)
引用文本:
谢维,陈玉君,朱文斌,周游.考虑编制受限的均衡任务覆盖人员排班模型.计算机系统应用,2021,30(11):289-297
XIE Wei,CHEN Yu-Jun,ZHU Wen-Bin,ZHOU You.Scheduling Model for Balanced Task Coverage Considering Limited Personnel.COMPUTER SYSTEMS APPLICATIONS,2021,30(11):289-297