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A Partitioning Method of Experimental Levels for Low Failure Probability Estimation Problems
文献类型:会议
作者:Song, Kunling[1]  Zhang, Yugang[2]  Yu, Xinshui[3]  Song, Bifeng[4]  
机构:[1]Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China.;
[2]Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China.;
[3]Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China.;
[4]Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China.;
年:2016
通讯作者:Zhang, YG (reprint author), Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China.
会议名称:IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
会议论文集:2016 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL E
页码范围:1387-1391
会议地点:Bali, INDONESIA
会议开始日期:2016-01-01
收录情况:CPCI-S(WOS:000392208100282)  
所属部门:航空学院
人气指数:511
浏览次数:503
语言:外文
关键词:low failure probability; experimental levels; design of experiments; density function
摘要:
Failure boundaries are always far away from the center of the design space of variables for low failure probability problems. In order to make full use of samples, a partitioning method of experimental levels is proposed for improving general design of experiments in this paper. The method is implemented by non -uniformly partitioning experimental levels according to the probability density function of variables, which leads to a wide interval of adjacent experimental levels at the high probabil ...More
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