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论文类型：期刊论文

发表时间：2012-08-01

发表刊物：ICIC Express Letters, Part B: Applications

收录刊物：EI、Scopus

卷号：3

期号：4

页面范围：909-915

ISSN号：21852766

摘要：The decision of product platform is a very important groundwork in the modularized product family design of paper currency sorter. An improved clustering algorithm for the decision of product platform is proposed by combining fuzzy C-means (FCM) with the shuffled frog leaping algorithm (SFLA). The number of fuzzy clustering and cluster centers are optimized by an improved SFLA with changeable individual length to obtain the optimized fuzzy division of the components of paper currency sorter. Cut operator and splice operator are used to form a new individual. Simulation results of the product family design of paper currency sorter show that the proposed algorithm provides quantity mathematic analysis and fast configuration for the product modulation design. ? 2012 ICIC International.