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A Hybrid Multi-Criteria Analysis Model for Solving the Facility Location–Allocation Problem: A Case Study of Infectious Waste Disposal

机译:解决设施选址分配问题的混合多准则分析模型:以传染性废物处置为例

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Choosing locations for infectious waste disposal (IWD) is one of the most significant issues in hazardous waste management due to the risk imposed on the environment and human life. This risk can be?the result of an undesirable location of IWD facilities. In this study a hybrid multi-criteria analysis (Hybrid MCA) model for solving the facility location–allocation (FLA) problem for IWD was developed by combining two objectives: total cost minimization and weight maximization. Based on an actual case of forty-seven hospitals and three candidate municipalities in the northeastern region of Thailand, first, the Fuzzy AHP and Fuzzy TOPSIS techniques were integrated to determine the closeness of the coefficient weights of each candidate municipality. After that, these weights were converted to weighting factors and then these factors were taken into the objective function of the FLA model. The results showed that the Hybrid MCA model can help decision makers to locate disposal centers, hospitals and incinerator size simultaneously. Besides that the model can be extended by incorporating additional selection criteria/objectives. Therefore, it is believed that it can also be useful for addressing other complex problems.
机译:由于对环境和人类生命造成的风险,选择传染性废物处置(IWD)的位置是危险废物管理中最重要的问题之一。这种风险可能是由于IWD设备位置不理想所致。在这项研究中,通过结合两个目标:总成本最小化和重量最大化,开发了一种用于解决IWD的设施位置分配(FLA)问题的混合多标准分析(Hybrid MCA)模型。根据泰国东北地区的47家医院和三个候选城市的实际情况,首先,将Fuzzy AHP和Fuzzy TOPSIS技术进行集成,以确定每个候选城市的系数权重的接近度。之后,将这些权重转换为加权因子,然后将这些因子纳入FLA模型的目标函数。结果表明,混合MCA模型可以帮助决策者同时定位处置中心,医院和焚化炉的规模。除此之外,可以通过合并其他选择标准/目标来扩展模型。因此,据信它对于解决其他复杂问题也是有用的。

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