Fast generation of space-filling latin hypercube sample designs
K Dalbey, G Karystinos - 13th AIAA/ISSMO multidisciplinary analysis …, 2010 - arc.aiaa.org
Figure 1. Examples of N= 16 points M= 2 dimensional designs. From left to right these are:
Jittered Sampling (JS), Latin Hypercube Sampling (LHS) with randomly paired dimensions,
and Binning Optimal Symmetric Latin Hypercube Sampling (BOSLHS). Jittered Sampling is
space-filling in the full M dimensional space but not in its 1 dimensional projections. Latin
Hypercube Sampling is spacefilling in the 1 dimensional projections but not in the full M
dimensional space. BOSLHS is space-filling in the full M dimensional space and the 1 …
Jittered Sampling (JS), Latin Hypercube Sampling (LHS) with randomly paired dimensions,
and Binning Optimal Symmetric Latin Hypercube Sampling (BOSLHS). Jittered Sampling is
space-filling in the full M dimensional space but not in its 1 dimensional projections. Latin
Hypercube Sampling is spacefilling in the 1 dimensional projections but not in the full M
dimensional space. BOSLHS is space-filling in the full M dimensional space and the 1 …
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