质量功能展开中选择工程特性的多目标决策方法 | |
李延来 ; 唐加福 ; 姚建明 ; 蒲云 ; 徐捷 ; LI Yan-lai ; TANG Jia-fu ; YAO Jian-ming ; PU Yun ; XU Jie | |
2010-05-14 ; 2010-05-14 | |
关键词 | 质量功能展开 质量屋 多目标规划 粗糙集 k-means聚类 层次分析法 比例标度法 quality function deployment house of quality multi-object programming rough set k-means clusturing analytical hierarchy process scale method TB114.1 |
其他题名 | Multi-object decision-making methodology for selecting engineering characteristics in quality function deployment |
中文摘要 | 为全面准确地对质量功能展开中各项工程特性的选择进行决策,提出了选择工程特性的多目标决策方法。该方法首先针对顾客需求满意度评价的不确定性、不分明性和模糊性,提出了基于粗糙集和k-means聚类集成的顾客需求重要度确定方法;然后,利用比例标度法和层次分析法,对影响工程特性选择的除顾客满意之外的其他因素进行了定性和定量分析;最后,建立了选择工程特性的多目标优化模型,并将其转化为单目标优化模型进行了求解。以全自动洗衣机的产品改进为例,证明了所提方法的有效性。; To obtain comprehensive and accurate decision in selecting engineering characteristics in Quality Function Deployment(QFD),a multi-object decision methodology for engineering characteristics' selection was proposed.In this methodology,based on the integration of rough set and k-menas algorithm of clustering analysis,a method to determine the importance of customer requirements was firstly introduced to deal with uncertain,unclear and fuzzy customer requirements.Secondly,by using Analytical Hierarchy Process(AHP) and scale method,other influencing factors except customer satisfactory in engineering characteristics' selection were analyzed by a qualitative and quantitative way.Finally,a multi-object model for engineering characteristics' selection was built,which could be transferred to a corresponding single-object model.Then the single-object model was solved easily.A case study of product improvement in an automatic washing machine company was provided to illustrate the application of the presented method. |
语种 | 中文 ; 中文 |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/33054] |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | 李延来,唐加福,姚建明,等. 质量功能展开中选择工程特性的多目标决策方法[J],2010, 2010. |
APA | 李延来.,唐加福.,姚建明.,蒲云.,徐捷.,...&XU Jie.(2010).质量功能展开中选择工程特性的多目标决策方法.. |
MLA | 李延来,et al."质量功能展开中选择工程特性的多目标决策方法".(2010). |
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