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Hypercube Sampling", "Create a Simple LHS", "Optimizing the Design", "Method | Min Distance btwn pts | Mean Distance btwn pts | Max Correlation btwn pts:-----|:-----:|:-----:|:-----:randomLHS | r min(dist(A)) | r mean(dist(A)) | r max(abs(cor(A)-diag(10)))optimumLHS | r min(dist(A1)) | r mean(dist(A1)) | r max(abs(cor(A1)-diag(10)))maximinLHS | r min(dist(A2)) | r mean(dist(A2)) | r max(abs(cor(A2)-diag(10)))improvedLHS | r min(dist(A3)) | r mean(dist(A3)) | r max(abs(cor(A3)-diag(10)))geneticLHS (S) | r min(dist(A4)) | r mean(dist(A4)) | r max(abs(cor(A4)-diag(10)))geneticLHS (Maximin) | r min(dist(A5)) | r mean(dist(A5)) | r max(abs(cor(A5)-diag(10)))" ], "created": "2019-01-13 04:00:39", "modified": "2022-02-20 02:04:07", "commits": 2 }, { "source": "correlated_lhs.Rmd", "filename": "correlated_lhs.html", "title": "Examples of Correlated and Multivariate Latin hypercubes", "author": "Rob Carnell", "engine": "knitr::rmarkdown", "headings": [ "Example 1: Simple Correlation", "Example 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