A partitioning method of experimental levels for low failure probability estimation problems

Kunling Song, Yugang Zhang, Xinshui Yu, Bifeng Song

科研成果: 书/报告/会议事项章节会议稿件同行评审

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 probability density value, while a narrow one at the low. The translational propagation latin hypercube design was improved by using the non-uniformly partitioning experimental levels method. To validate the practicability and effectiveness of the proposed method, two numerical examples are presented and the results show that the improved translational propagation latin hypercube design is more effective than the previous.

源语言英语
主期刊名2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016
出版商IEEE Computer Society
1387-1391
页数5
ISBN(电子版)9781509036653
DOI
出版状态已出版 - 27 12月 2016
活动2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016 - Bali, 印度尼西亚
期限: 4 12月 20167 12月 2016

出版系列

姓名IEEE International Conference on Industrial Engineering and Engineering Management
2016-December
ISSN(印刷版)2157-3611
ISSN(电子版)2157-362X

会议

会议2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016
国家/地区印度尼西亚
Bali
时期4/12/167/12/16

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