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基于粗糙集理论的质量屋中工程特性确定方法
引用本文:李延来,唐加福,姚建明,蒋玉石.基于粗糙集理论的质量屋中工程特性确定方法[J].计算机集成制造系统,2008,14(2):386-392.
作者姓名:李延来  唐加福  姚建明  蒋玉石
作者单位:1. 东北大学,流程工业综合自动化教育部重点实验室,辽宁,沈阳,110004
2. 清华大学,经济管理学院,北京,100084
3. 西南交通大学,经济管理学院,四川,成都,610031
基金项目:国家自然科学基金 , 国家自然科学基金 , 国家自然科学基金 , 中国博士后科学基金
摘    要:工程特性的确定过程中主要存在不准确、可行性差、合理性差等问题.为此,研究了基于粗糙集理论的质量屋中工程特性的确定问题.相应于质量屋中已确定的顾客需求,基于对初选集中工程特性的分析与整理,确定了工程特性的筛选集.针对顾客需求和筛选集中工程特性之间的广义关联关系不确定、不分明和模糊等特质,利用粗糙集中的有关方法确定了顾客需求与工程特性之间的广义关联关系.引入广义关联关系的强度阈值概念,以表征相应于每项顾客需求的广义关联关系的最低限度,进而通过集合运算确定了质量屋中的各项工程特性.最后,以洗衣机的产品研发为例,说明了所提方法的可行性.

关 键 词:质量屋  工程特性  粗糙集  决策系统
文章编号:1006-5911(2008)02-0386-07
收稿时间:2007-02-07
修稿时间:2007-07-19

Engineering characteristics determining method in house of quality based on rough set theory
LI Yan-lai,TANG Jia-fu,YAO Jian-ming,JIANG Yu-shi.Engineering characteristics determining method in house of quality based on rough set theory[J].Computer Integrated Manufacturing Systems,2008,14(2):386-392.
Authors:LI Yan-lai  TANG Jia-fu  YAO Jian-ming  JIANG Yu-shi
Abstract:To obtain engineering characteristics in House Of Quality (HOQ),a method based on rough set theory was proposed.Corresponding to the determined customer requirements in HOQ,using the analysis and settlement for engineering characteristics in the initial set,the engineering characteristics of the filtered set were acquired.Because the generalized relationships between the customer requirements and the engineering characteristics of the filtered set were uncertain,unclear and fuzzy,based on some related methods in rough set theory,these generalized relationships were determined.Concept of the intension threshold of the generalized relationship was introduced as an exact measurement of the minimized threshold of the generalized relationships corresponding to each customer requirement in HOQ,and then the engineering characteristics in HOQ were determined based on the set operation.Finally,a case study of product development of washing machine in a company was provided to illustrate the application of the presented method.
Keywords:house of quality  engineering characteristics  rough set  decision-making system
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