[1]钟晓芳,韩之俊.利用主成分分析对多质量特性的优化设计[J].南京理工大学学报(自然科学版),2003,(03):301-304.
 ZhongXiaofang Han.Multi-response Optimization Design Using Principal Component Analysis[J].Journal of Nanjing University of Science and Technology,2003,(03):301-304.
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利用主成分分析对多质量特性的优化设计()
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《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

卷:
期数:
2003年03期
页码:
301-304
栏目:
出版日期:
2003-06-30

文章信息/Info

Title:
Multi-response Optimization Design Using Principal Component Analysis
作者:
钟晓芳韩之俊
南京理工大学经济管理学院, 南京210094
Author(s):
ZhongXiaofang Han
School of Economics and Management,NUST,Nanjing 210094
关键词:
多质量特性 优化设计 质量损失函数 主成分分析
Keywords:
mult-i performance quality characterist ics opt imization design quality loss funct ion principal component analysis
分类号:
TB114
摘要:
田口式的稳健性设计大多是对单个质量特性的优化 ,研究表明仅对单个质量特性的优化途径是不够的。该文利用田口的质量损失函数和主成分分析 ,对多质量特性进行优化设计 ,并以实例说明该方法的实用性
Abstract:
Many indust rial experiments based on T aguchics Robust desig n alw ays dealt w ith the opt imizat ion of a single performance quality characteristic before. But studies have show n that the opt imal factor set tings for one performance characterist ic are not enoug h. Many approaches for mult-i response opt imization design have been presented yet they are not always so g ood. In order to rect ify this problem, the author proposes an alternat ive approach using a powerful multivariate statist ical method called principal component analysis ( PCA) . The paper also presents a case to demonstrate the pract icability of this approach.

参考文献/References:

1 曾凤章. 稳健性设计[M] . 北京: 兵器工业出版社, 1996.
2 韩之俊. 三次设计[M] . 北京: 机械工业出版社, 1992.
3 张尧庭, 方开泰[M] . 多元统计分析引论. 北京: 科学出版社, 1982.

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备注/Memo

备注/Memo:
钟晓芳 女 29 岁 博士生
更新日期/Last Update: 2013-03-17