Abstract
In order to solve the long optimization time and parameter level combination explosion in the complex experiment design space of Latin Hypercube design, which is one of the most popular method in experiment design, a fast Soduku grouping-based method is proposed. The optimal seed design is expanded and transformed in the grouped spaces. Experiments are conducted to compare the Soduku grouping-based Latin Hypercube design method with other two commonly used Latin Hypercube design methods in the middle and high dimension experiment space. The results show that Soduku grouping method is more efficient in computation and has better space-filling performance.
| Translated title of the contribution | A Fast Latin Hyper Cube Experiment Design Method Based on Soduku Grouping |
|---|---|
| Original language | Chinese (Traditional) |
| Pages (from-to) | 2185-2191 |
| Number of pages | 7 |
| Journal | Xitong Fangzhen Xuebao / Journal of System Simulation |
| Volume | 32 |
| Issue number | 11 |
| DOIs | |
| State | Published - 18 Nov 2020 |
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