Allocation and optimization of shared self-service check-in system based on integer programming model

Allocation and optimization of shared self-service check-in system based on integer programming model
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基于整数规划模型的共享自助值机系统配置与优化

DOI:
10.1007/s10878-021-00839-6
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发表时间:
2022-02
影响因子:
1
通讯作者:
Xinzhi Zhou
Xinzhi Zhou
中科院分区:
数学4区
文献类型:
--
作者:
Ying Liu;Xiuqing Yang;Yong Xiang;Yi Chen;Gang Mao;Xinzhi Zhou

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共享自助值机系统可以有效缓解未来机场因资源有限而造成的紧张局面。资源的有效配置是提高协同工作系统性能的关键。本文建立了一个关联决策整数规划模型,利用分段函数定量描述不同分配方案下协同工作系统的行李处理总时间。为了满足乘客对排队时间的期望,对排队系统进行优化,约束服务水平,最终系统效率得到显著提高。离散事件仿真结果表明,该模型生成的分配方案不仅能使设备利用率大幅提高124%,而且能使旅客排队时间缩短72.8%,为全面优化和提高未来机场行李处理系统的效率提供了可能。
The shared self-service check-in system can effectively alleviate the tension of airport caused by limited resources in the future. The effective allocation of resources is the key to improving the performance of this collaborative work system. In this paper, an associative decision integer programming model is established to quantitatively describe the total baggage handling time of the collaborative work system by using piece-wise functions under different allocation schemes. In order to meet passengers’ expectation of queuing time, the queue system is optimized to constrain the service level, and eventually the system efficiency is significantly improved. The discrete event simulation results show that the allocation scheme generated by the model can not only largely improve the equipment utilization rate by 124%, but is also able to shorten the queuing time of passengers by 72.8%, which provides the possibility to comprehensively optimize and improve the efficiency of future airport baggage handling systems.
DOI: 10.14295/transportes.v28i5.2083
发表时间: 2020-12
期刊: Transportes
影响因子: --
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