关键词: 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

Abstract: On the basis of studying the relations between fault patterns of products and various environment factors through association rule mining, a joint optimization model of the costs of product maintenance and components delivery is presented through association rule based components suppliers selection. To facilitate human understanding, a multi-strategy post-processing method of the association rules found in dataset is presented, and the further use of knowledge is studied. An example demonstrates the validity of the approach. Finally, the components suppliers selection system for product life cycle is designed and implemented.

Key words: supplier selection, logistics delivery, product maintenance, fault pattern, data mining, association rule