Slides and examples for Cap Roig

• Part 1 GP Models
• Part 2 Global Optimization (the plot on p.20 was corrected after the talk; the conclusion is the same)

R packages:

• GaSP can be installed in RStudio from CRAN
• EGO package (save to your computer; don't unarchive; can be installed manually in RStudio)

R scripts for examples (plain text, run in R or RStudio):

• R script for the damped-sin example
• Goldstein-Price diagnostics
• Goldstein-Price optimization

Data files for examples

• dampsin_x.txt and dampsin_y.txt (damped-sin training data)
• goldpr_x.txt and goldpr_y.txt (Goldstein-Price initial design)