Optimization of Emergency Material Dispatch Scheme Considering Flood Submergence

本文研究了洪灾背景下考虑洪水淹没的应急物资调运优化问题,目标是在车辆和道路受限的情况下,将低海拔地区的应急物资快速转移到高海拔仓库。论文提出了两种求解方法:遗传算法和一种分阶段的混合算法(近似解法),并通过一个25个物资储备库的算例进行了对比分析,得出混合算法在求解效率和结果优越性方面更具优势的结论。This paper investigates the optimization problem of emergency material transportation considering flood inundation in the context of flood disasters. The objective is to quickly transfer emergency supplies from low-altitude areas to high-altitude warehouses under the constraints of limited vehicles and road access. The paper proposes two solution methods: a genetic algorithm and a phased hybrid algorithm (an approximate solution method). Through a comparative analysis using a case study of 25 material reserve depots, it concludes that the hybrid algorithm has advantages in both solution efficiency and result superiority.

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Publication Details

Journal
Modeling and Simulation
Published
2025-01-01
DOI
https://doi.org/10.12677/mos.2025.144282
Primary Topic
Facility Location and Emergency Management
Type
article
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article

Optimization of Emergency Material Dispatch Scheme Considering Flood Submergence

欣妍 王
Modeling and Simulation
Facility Location and Emergency Management
article

Optimization of Emergency Material Dispatch Scheme Considering Flood Submergence

欣妍 王
article en

Abstract

本文研究了洪灾背景下考虑洪水淹没的应急物资调运优化问题,目标是在车辆和道路受限的情况下,将低海拔地区的应急物资快速转移到高海拔仓库。论文提出了两种求解方法:遗传算法和一种分阶段的混合算法(近似解法),并通过一个25个物资储备库的算例进行了对比分析,得出混合算法在求解效率和结果优越性方面更具优势的结论。This paper investigates the optimization problem of emergency material transportation considering flood inundation in the context of flood disasters. The objective is to quickly transfer emergency supplies from low-altitude areas to high-altitude warehouses under the constraints of limited vehicles and road access. The paper proposes two solution methods: a genetic algorithm and a phased hybrid algorithm (an approximate solution method). Through a comparative analysis using a case study of 25 material reserve depots, it concludes that the hybrid algorithm has advantages in both solution efficiency and result superiority.

Modeling and SimulationVol. 14(04)
Climate action
Openalex Percentile: Top 92%
Facility Location and Emergency Management
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Optimization of Emergency Material Dispatch Scheme Considering Flood Submergence — 欣妍 王 · Modeling and Simulation (2025) | TGRS Research Map | TGRS