Research on location-routing problem of relief system based on emergency logistics

Zeng Mingang, Cui Zengshou, W. Xiaoyan
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引用次数: 7

Abstract

The research on the Location-Routing Problem of relief system based on emergency logistics is very important for improving the ability to deal with the emergencies and the disasters. This paper divides the location-routing problem (LRP) into two sub-problems: emergency facilities location problem and emergency resource routing problem, and then establishes a LRP model with the goal of minimizing total cost (including fixed cost, transportation cost and disaster losses cost), and uses a two-stage heuristic algorithm to settle this model. At the first stage, it uses an clustering method solve the emergency facilities locating problem with the constraints of emergency time, demand and weight of distance to solve the heuristic function; and at the second stage, it uses ant colony algorithm to solve the heuristic function with the goals time, the probability of safe passage and distance for the emergency resource routing problem. At last, the paper selects the typhoon disaster as a typical example to analyze the model, and after operated in MATLAB7.0 the results show that the LRP model is rational and feasible.
基于应急物流的救援系统定位路径问题研究
研究基于应急物流的救援系统定位路径问题,对于提高应急救灾能力具有重要意义。本文将定位-路由问题分为应急设施选址问题和应急资源路由问题两个子问题,建立了以总成本(包括固定成本、运输成本和灾害损失成本)最小为目标的定位-路由问题模型,并采用两阶段启发式算法求解该模型。在第一阶段,采用聚类方法求解具有应急时间、需求和距离权重约束的应急设施定位问题,求解启发式函数;在第二阶段,利用蚁群算法求解应急资源路由问题的目标时间、安全通过概率和距离的启发式函数。最后,以台风灾害为典型实例对模型进行分析,并在MATLAB7.0中运行,结果表明LRP模型是合理可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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