Clustering of Territorial Areas: A Multi-Criteria Districting Problem
Clustering of Territorial Areas: A Multi-Criteria Districting Problem
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领土区域聚类：多标准分区问题
DOI：
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发表时间：
2016
期刊：
影响因子：
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通讯作者：
V. Bushenkov
中科院分区：
文献类型：
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作者：
R. Fragoso;Conceição Rego;V. Bushenkov
本文旨在提出一个基于最大 p 区域优化问题获得同质领土集群的框架，考虑与领土内生资源、经济概况和社会文化特征相关的多个标准。该框架分三个步骤开发。首先，使用多元线性回归分析确定与地域单位层面的发展相关的差异标准。然后，开发了多标准 max-p-regions 模型，以便将每个领土单元（教区）分配给一个领土群。最后，根据空间属性阈值的变化，利用max-p-模型生成替代的有效区域地图。
This paper aims to propose a framework for obtaining homogenous territorial clusters based on a max-p-regions optimisation problem, considering multiple criteria related to endogenous resources, economic profile and socio-cultural features of territories. This framework is developed in three steps. First, the dissimilarity criteria correlated with development at the territorial unit level are identified, using a multiple linear regression analysis. Then, a multi-criteria max-p-regions model is developed, in order to allocate each territorial unit (parishes) to a territorial agglomerate. Finally, the max-p-model is used to generate alternative efficient district maps according to the changes in the threshold of spatial attributes.