Figure 2
From: Bayesian optimisation of restriction zones for bluetongue control
Surrogate regression models generated by the Bayesian optimisation routine after 100 iterations of sampling the simulator. The x/y axes refer to the radii of the control and protection zones, respectively. The z-axis gives the (standardised) expected number of infected farms, \(\mathbb {E}\left[ J^\text {NI}\right] \), for the associated combination of \(r_\text {CZ}\) and \(r_\text {PZ}\) according to the Gaussian process regression model. The scale of these values is given on the right of each diagram; note that the values are standardised due to the dataset transformation specified in “Our model” section. Simulations were performed using movement and temperature data from 2013.
