Figure 10.

Demonstration of using prior knowledge to limit sampling at the boundaries with scheme u^Ψ. (a) shows the prior belief before any measurements are made and (b) shows the posterior after 200 samples. The prior setting leads to a strong belief about the response at the boundaries which substantially reduces the expected utility at x₁ and x₃₅. The result is that all measurements that were previously allocated at the boundaries are now placed elsewhere.