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基于关联规则的零部件供应商选择优化

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Keywords: 供应商选择,物流配送,产品维护,故障模式,数据挖掘,关联规则

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Abstract:

制造企业通过数据挖掘可发现产品零部件故障与不同环境因素之间的联系,能有效地降低产品全生命周期中的维护成本与零部件物流成本的途径,由此提出了面向产品维护成本与零部件物流成本的备件供应商选择优化模型,并使用关联规则确定模型中的环境变量,提出了针对应用问题的关联规则处理策略,以便于对所发现知识的理解和利用。通过一个应用实例,证明提出方法的可行性和有效性。在此基础上设计和实现了面向产品全生命周期的零部件供应商选择支持系统。

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