基于动态实时分送的应急物资路径优化

IF 1.6 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL International Journal of Industrial Engineering Computations Pub Date : 2023-01-01 DOI:10.5267/j.ijiec.2023.9.003
Xixi Zhang, Shuai Chen, Qingkui Cao, Xiangyang Ren
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引用次数: 1

摘要

为了提高应急物资分配效率,促进非常规突发事件安全救援行动的顺利进行,建立了多目标动态需求分流应急物资分配模型。这个模型结合了受灾者的心理观点。通过将分布时间窗划分为等长的时域,动态需求问题可以转化为静态需求问题。优化过程随后以定时批处理方法实时执行。本文提出了一种改进的蚁群方法,通过对数学模型的属性进行整合,并进行了算例分析。研究结果表明,本文提出的算法和数学模型能够有效地解决应急物资分配问题,为应急物资分配提供有价值的决策建议和参考。
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Optimization of emergency supplies paths based on dynamic real-time split deliver
A multi-objective dynamic demand split delivery emergency material distribution model is developed to enhance the efficiency of emergency material distribution and facilitate the smooth progress of safety rescue operations during unconventional emergencies. This model incorporates the psychological view of those affected by disasters. The issue of dynamic demand may be transformed into a static demand problem by dividing the distribution time window into time domains of equal length. The optimization process is thereafter executed in real-time with the timed batch methodology. A refined ant colony method has been developed to address the model by integrating the attributes of the mathematical model, followed by doing an arithmetic case analysis. The findings indicate that the algorithm and mathematical model suggested in this study are efficacious in addressing the emergency material distribution issue, offering valuable decision-making advice and reference.
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来源期刊
CiteScore
5.70
自引率
9.10%
发文量
35
审稿时长
20 weeks
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