基于蚁群聚类算法的大规模定制产品模块划分研究  

Research on module partition method for mass customization based on ant colony clustering algorithm

作　　者：邓可[1] 林杰[1] 

机构地区：[1]同济大学经济与管理学院,上海200092

出　　处：《计算机工程与应用》2008年第2期130-132,201,共4页Computer Engineering and Applications

基　　金：国家自然科学基金( the National Natural Science Foundation of China under Grant No.70531020);新世纪优秀人才支持计划资助( No.NCET- 06- 0377) 。

摘　　要：为了解决面向大规模定制生产中产品模块划分问题,提出了一种基于蚁群聚类算法的模块划分方法。以零件间在物理或功能上的相关度作为划分模块的主要依据,利用零件的指标特征值建立相关度评价模糊关系矩阵,然后应用蚁群聚类算法得到产品模块的划分方案,最后通过实例说明了该方法的有效性。In order to solve the module partition problem for mass customization,the paper presents an approach based on ant colony clustering algorithm.The main foundation of module partition is according to the physical or functional correlation between component parts.A fuzzy relational matrix on relevance evaluation is established by the utilization of the characteristics value of component parts.Then module partition is achieved by the utilization of the ant colony clustering algorithm.Finally the effectiveness of the method is demonstrated with example.

关 键 词：大规模定制 模块划分方法 蚁群聚类算法 

分 类 号：TP301[自动化与计算机技术—计算机系统结构]