| 相关多质量特性的优化设计 |
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| 引用本文： | 汪建均,马义中,翟云焕.相关多质量特性的优化设计[J].管理工程学报,2011,25(2). |
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| 作者姓名： | 汪建均 马义中 翟云焕 |
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| 作者单位： | 南京理工大学经济管理学院,江苏,南京,210094 |
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| 基金项目： | 国家自然科学基金资助项目，国家自然科学基金国际交流资助项目 |
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| 摘 要： | 针对小样本情形下的相关多质量特性优化设计问题,在运用田口(Taguchi)质量损失函数度量多质量特性的稳健性基础上,本文提出了使用多变量偏最小二乘(Partial Least-Squares,PLS)回归模型处理此类问题的新方法,并结合实际的工业案例进行了分析.结果表明,本文所提出的新方法能够有效地处理相关多质量特性的优化设计问题.
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| 关 键 词： | 多质量特性 相关性 偏最小二乘回归 优化设计 |
Optimization Design of Correlated Multiple Quality Characteristics |
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| WANG Jian-jun,MA Yi-zhong,ZHAI Yun-huan.Optimization Design of Correlated Multiple Quality Characteristics[J].Journal of Industrial Engineering and Engineering Management,2011,25(2). |
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| Authors: | WANG Jian-jun MA Yi-zhong ZHAI Yun-huan |
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| Institution: | WANG Jian-jun,MA Yi-zhong,ZHAI Yun-huan(School of Economics and Management,Nanjing University of Science and Technology,Nanjing 210094,China) |
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| Abstract: | Widely used in the optimization of product or process design,robust parameters can effectively improve product quality and economic benefits.A company needs to consider multiple quality attributes in product and process design in order to successfully compete with rivals.Although design optimization of multiple quality characteristics plays a central role in continuous quality improvement activities,it needs to resolve some problems.For instance,the current literature usually ignores the correlation between... |
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| Keywords: | multiple quality characteristics optimization design partial least-squares quality loss function |
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