一种基于主成分聚类分析的古陶瓷分类方法  

A METHOD OF CLASSIFICATION FOR ANCIENT PORCELAIN WARES BASED ON PRINCIPAL COMPONENT ANALYSIS OF TAXONOMIC CLUSTERING

作　　者：操群[1] 周永正[1] 余绍为 

机构地区：[1]景德镇陶瓷学院信息工程学院,景德镇333403 [2]云南曲靖市石林瓷业有限责任公司,曲靖655000

出　　处：《中国陶瓷》2011年第7期48-51,共4页China Ceramics

摘　　要：应用主成分聚类分析方法对景德镇地区的21个古瓷胎样本的化学成分数据进行了研究,得到几个主成分得分,利用主成分分析结果代替原来较多的成分指标,进行聚类分析,得到聚类结果。结果表明,根据景德镇历代瓷胎配方的演变规律,瓷胎基本上可分为五代宋、元明、清三类,该方法可对未知样本的断代提供一定的参考依据。This article adopts the method of principal component cluster Analysis to study on the chemical composition data of 21 ancient porcelain body samples in Jingdezhen region.After getting several principal components and integrated,we replaced the original data with the result of principal component analysis to cluster.According to the evolution law of the batch formula of bodies,it is found that the process of development of Jingdezhen ancient porcelain is divisible into three periods in the clustering results.The method can be used to determine the dynasty of the unknown samples.

关 键 词：主成分 古陶瓷 聚类分析 

分 类 号：TQ174.18[化学工程—陶瓷工业]