A Novel Flexible Experiment Design Method

被引：0
|
作者：
Zhai, Gang [1 ]
Ma, Yaofei [1 ]
Song, Xiao [1 ]
Wu, Yulin [1 ]
机构：
[1] Beihang Univ, Coll Automat Sci & Elect Engn, Beijing 100083, Peoples R China
来源：
MODEL DESIGN AND SIMULATION ANALYSIS | 2016年 / 603卷
关键词：
Experiment design; Simulation; Latin Hypercube Design;
D O I：
10.1007/978-981-10-2158-9_3
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Latin Hypercube Design (LHD) is a traditional method of Design Of Experiments (DOE) and is often employed in system analysis. However, this method imposes restriction on experiment trials and needs much computation capacity to obtain the optimal design. A novel experiment design method called ETPLHD is proposed in this paper to solve this problem. ETPLHD can control the number of design points and thus presents more flexibility to control the number of experiment trails, which is more efficient compared to the fixed experiment trails in the traditional LHD method for a same design space. An experiment was conducted to compare ETPLHD with the other two experiment design algorithms. The results showed that TPLHD reveals high design performance and less time consumption.
引用
收藏
页码：28 / 39
页数：12
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