利用GIS和帝国主义竞争算法优化医院的空间分布以实现更好的地震恢复(案例研究:伊朗戈尔根)

M. Saraei, Ayyoob Sharifi, M. Adeli
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引用次数: 1

摘要

目的本研究的目的是优化伊朗戈尔根的医院位置,以便在发生地震危机时为公民提供理想的服务。设计/方法论/方法由于目标,本文具有实践性和发展性,由于操作方法具有描述性和分析性,由于信息收集方法具有文献性和调查性。在本研究中,遗传算法和帝国主义竞争算法在MATLAB环境中的能力与GIS的能力相结合。事实上,基于当前状态数据,已经从GIS中获得了路径阻塞、网络分析和漏洞栅格等情况,然后将这些信息的输出作为非随机启发式信息输入到MATLAB环境中的遗传算法和帝国主义竞争算法中。发现经过空间优化,医院的服务流程变得更加有利。此外,从医院到市民的平均成本和转移媒介也大幅下降。通过在拟建地点建立医院,更多的公民可以在更短的时间内获得救济服务。原创性/价值包括医院在内的救援中心的空间优化是一个非常重要的问题,尤其是在发生地震危机的情况下。本研究的发现以及所用方法的独创性、有效性和创新性,可以为地震危机管理项目的成功提供有利的理论框架。
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Optimization of spatial distribution of hospitals for better earthquake recovery using GIS and imperialist competition algorithm (case study: Gorgan, Iran)
Purpose The purpose of this study is to optimize the location of hospitals in Gorgan, Iran, to provide desirable services to citizens in the event of an earthquake crisis. Design/methodology/approach This paper, due to target, is practical and developmental, due to doing method is descriptive and analytical and due to information gathering method is documental and surveying. In the present study, the capabilities of genetic algorithms and imperialist competition algorithm in MATLAB environment in combination with GIS capabilities have been used. In fact, cases such as route blocking, network analysis and vulnerability raster have been obtained from GIS-based on current status data, and then the output of this information is entered as non-random heuristic information into genetic algorithms and imperialist competition algorithm in MATLAB environment. Findings After spatial optimization, the hospital service process has become more favorable. Also, the average cost and transfer vector from hospitals to citizens has decreased significantly. By establishing hospitals in the proposed locations, a larger population of citizens can access relief services in less time. Originality/value Spatial optimization of relief centers, including hospitals, is one of the issues that can be of significant importance, especially in the event of an earthquake crisis. The findings of the present study and the originality, efficiency and innovation of the used methods can provide a favorable theoretical framework for the success of earthquake crisis management projects.
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来源期刊
CiteScore
3.40
自引率
6.20%
发文量
49
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