学校选择在caazap系应用数学规划

Tadeo R. Saldivar-Patiño, Jorge L. Recalde-Ramírez, María M. López, Diego Pinto
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引用次数: 0

摘要

caazap省的教育基础设施同巴拉圭其他地区一样,呈现出不利于教育进程发展的特点。caazap系现有469所学校,平均每所学校83名学生。如果我们还考虑到62%的学校每班学生少于15人,可以推断出大部分学校的基础设施利用率不足,成本超支。相比之下,1%的学校平均每间教室的学生人数超过49人。学校的分配效率低下,导致改善和维持学校的投资成本高,并造成资源管理问题。应用以优化现有资源为目标的战略是十分必要的。本研究采用混合整数线性规划模型来选择学校,以使营运成本、基础设施投资和交通运输最小化。我们将运筹学技术与地理信息系统相结合,分析问题并解释结果。结果表明,在教育网络的设计中有改进的机会,并且通过在更少的机构中整合需求来降低投资成本是可行的。此外,这一结果还将产生规模经济,以优化机构的运营成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Schools selection in the Department of Caazapá applying mathematical programming
The educational infrastructure in the Department of Caazapá, as in other regions of Paraguay, presents characteristics that do not favor the development of the educational process. Caazapá currently has 469 schools in this department, and the average number of students per school is 83. If we also consider that 62% of schools have less than 15 students per class, it can be inferred that there is an underutilization of the infrastructure and cost overruns in large part of the schools. In contrast, 1% of the schools have on average more than 49 students per classroom. This inefficient distribution of schools causes high investment costs for improving and maintaining schools and resource management problems. It is imperative to the application of strategies that are oriented to the optimization of available resources. This study adopts a mixed-integer linear programming model to select schools to minimize operating costs, investment in infrastructure, and transportation. We combine operation research techniques with geographic information systems to analyze the problem and interpret the results. The results show opportunities for improvement in the design of the educational network, and it is feasible to reduce investment costs by consolidating the demand in fewer establishments than currently exists. Additionally, this result would also allow generating economies of scale to optimize the operating costs of the establishments.
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