首页|基于MCLP模型的社区养老设施的空间格局优化

基于MCLP模型的社区养老设施的空间格局优化

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人口老龄化问题逐渐加重,合理配置优化社区养老服务设施是解决养老问题的关键方法.以宝鸡市为研究对象,基于社区养老服务设施的POI数据,建立GIS空间分析数据库,综合运用核密度分析法、空间趋势面分析法、两步移动搜索法探究养老服务设施的空间分布情况及空间可达性,根据宝鸡市社区养老设施布局现状,采用位置集合覆盖模型、最大覆盖模型,运用遗传算法求解进行选址优化.研究结果表明:宝鸡市社区养老服务设施分布不均,主要集中在中心城区,空间可达性整体呈现沿渭河两岸中心高,四周低的分布格局.根据宝鸡市社区养老服务设施的现有建设情况,提出布局优化建议,为宝鸡市解决养老问题,合理配置社区养老服务设施提供有效参考.
Spatial Pattern Optimization of Community Elderly Care Service Facilities Based on MCLP Model——以宝鸡市为例
The problem of population aging is gradually worsening.Reasonable allocation and optimization of community elderly care service facilities is the key to solving the pension problem.This study takes Baoji City as the research object,based on the POI data of community elderly care service facilities,the GIS spatial analysis da-tabase was established,and the spatial distribution and spatial accessibility of elderly care service facilities were explored according to the kernel density estimation,spatial trend surface analysis and two-step floating catchment area method.According to the current situation of the layout of community elderly care facilities in Baoji city,the location set coverage model and maximum covering location model is adopted,and the genetic algorithm is used to optimize the site selection.The research results indicate that the distribution of community elderly care service facilities in Baoji City is uneven,mainly concentrated in the central urban area,and the overall spatial accessibility shows a distribution pattern of high in the center and low in the surrounding areas along both sides of the Wei River.Based on the existing construction situation of community elderly care service facilities in Baoji City,sug-gestions for layout optimization are proposed to provide effective reference for solving elderly care problems and rational allocation of community elderly care service facilities in Baoji City.

community elderly caretwo-step floating catchment area methodsite selection optimizationgenetic algorithm

张昶、井静、冯婉柔、李轲

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宝鸡文理学院地理与环境学院,陕西宝鸡 721013

宝鸡文理学院 陕西省灾害监测与机理模拟重点实验室,陕西 宝鸡 721013

社区养老 两步移动搜索法 选址优化 遗传算法

2024

绿色科技
花木盆景杂志社

绿色科技

影响因子:0.365
ISSN:1674-9944
年,卷(期):2024.26(21)