Cell formation with fuzzy linguistic inputs and rule-based cell scheduling

Y. Tsujimura, T. Murata, T. Sugimoto
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Abstract

For cellular manufacturing, we consider a representation method for fuzzy numbers and fuzzy operations in cell formation method in which characteristic features of each part are given as fuzzy linguistic values. Then we propose a rule-based scheduling method that schedules the classified parts in the obtained formulated cell. We use a decision tree to acquire rules among the generated instance schedules. The acquired rules are used for flow-shop scheduling in a cell.
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模糊语言输入的细胞形成和基于规则的细胞调度
对于元胞制造,我们考虑了一种模糊数和模糊操作的表示方法,其中每个部件的特征特征作为模糊语言值给出。在此基础上,提出了一种基于规则的调度方法,对得到的公式单元中的分类零件进行调度。我们使用决策树在生成的实例调度中获取规则。将获得的规则用于单元内的流水车间调度。
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