Plot InputSpace

[PhilippScheller]

1. Description Plot random sample (GenerateRandomDesign) and evaluated points during mbo run.

2. Open topics

• [x] use bar chart for evaluated points from mbo run instead of density
• [x] apply higher n for sampled points to have clear (uniform, transformed) distribution
• [x] tackle problem of density estimation at margins

[juliambr]

• [ ] Mbo search space --> MBO search space
• [ ] "For each search space component, the plot shows the histograms over evaluated values. "
• [ ] "Prior: Values (artificially) sampled according to the specified input space (considering eventual transformations of the input space). This shows artificially shows the regions that would have been searched over by a random search. "
• [ ] "Posterior: Values actually evaluated by the optimizer. "
• [ ] comparared --> compared
• [ ] "Shows which range of a single search space component the optimizer focuses on. "