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Fuzzy linear programming for supply chain management in steel industry

机译:钢铁行业供应链管理的模糊线性规划

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摘要

Linear programming is one of the frequently applied tools in supply chain management. However, managers and decision makers may lack information about exact values of most of the parameters used in the optimization models. Fortunately, fuzzy linear programming comes up with a powerful tool to deal with this kind of incomplete data. In this paper, the exible approach of fuzzy linear programming is proposed and used to solve supply chain management of steel manufacturing company. This approach reformulated some constraints from conventional linear programming to fuzzy linear programming and provides alternative solutions to decision makers. The results obtained indicate that the fuzzy linear programming gives more exibility to the decision maker to achieve some aspiration level in order to choose what he considers as the best optimal solution.
机译:线性编程是供应链管理中经常使用的工具之一。但是,管理人员和决策者可能缺少有关优化模型中使用的大多数参数的精确值的信息。幸运的是,模糊线性规划提供了一个强大的工具来处理这种不完整的数据。提出了模糊线性规划的一种可行方法,用于解决钢铁制造企业的供应链管理问题。这种方法从常规线性规划到模糊线性规划重新定义了一些约束条件,并为决策者提供了替代解决方案。获得的结果表明,模糊线性规划为决策者提供了更大的灵活性,使其可以达到一定的期望水平,从而选择他认为最佳的最佳解决方案。

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