Location-routing problem optimization of intra-city emergency reserves based on community gridding

Aiming at the problem of bottlenecks in the city's response to the occurrence of public health events, relying on the existing construction basis of community grids, we propose the method of selecting some community service centers within the city to establish a small-scale secondary reserve. In order to establish a more efficient internal emergency distribution system, based on the consideration of the emergency demand time window, and with the goal of minimizing the combined economic and time costs, the city emergency reserve depot Location-Routing model is constructed; and the genetic algorithm is improved to solve the problem. The case calculations show that: the integrated consideration of the location and path of the secondary reserve depot has obvious superiority, and can be used to complete the distribution of materials within the city efficiently and save the cost of the emergency system; the reasonable adjustment of the time window is one of the key measures to optimize the distribution of materials

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1117/12.3054848
Primary Topic
Safety and Risk Management
Type
article
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article

Location-routing problem optimization of intra-city emergency reserves based on community gridding

Yuqian Pan, Xiaojun Wang, Chunxia Yang, Zicheng Wang
Safety and Risk Management
article

Location-routing problem optimization of intra-city emergency reserves based on community gridding

Yuqian Pan, Xiaojun Wang, Chunxia Yang, Zicheng Wang
article en

Abstract

Aiming at the problem of bottlenecks in the city's response to the occurrence of public health events, relying on the existing construction basis of community grids, we propose the method of selecting some community service centers within the city to establish a small-scale secondary reserve. In order to establish a more efficient internal emergency distribution system, based on the consideration of the emergency demand time window, and with the goal of minimizing the combined economic and time costs, the city emergency reserve depot Location-Routing model is constructed; and the genetic algorithm is improved to solve the problem. The case calculations show that: the integrated consideration of the location and path of the secondary reserve depot has obvious superiority, and can be used to complete the distribution of materials within the city efficiently and save the cost of the emergency system; the reasonable adjustment of the time window is one of the key measures to optimize the distribution of materials

Taiyuan University of Science and Technology (CN)
Sustainable cities and communities
Openalex Percentile: Top 67%
Safety and Risk Management
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