Optimal School Allocation Using GIS and Linear Programming
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Abstract
According to the nearby enrollment policy,an integer programming model is proposed to minimize the total travel cost.Since the relational graph between schools and residences is a typical bipartite graph,the model can be solved by linear programming relaxation exactly.Furthermore,the model is simplified dramatically by eliminating the unreasonable school-residence links.In ArcGIS 10 Geoprocessing framework,a school allocation tool is designed by integrating ArcGIS network analysis.The experimental result shows that the proposed mathematical model and solution method are efficient,easy-to-use and practical for large-scale optimal school allocation.
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