List of Figure Captions
Figure 1. PFD of the EO process.
Figure 2. The basic concept of P. Black dots is known data, red dots are unknown data, black line is predicted values by GPR method, blue lines are normal distribution for unknown data.
Figure 3. The outline of the proposed method
Figure 4. Y values for 139 times simulation. The blue points indicate the Bayesian optimization results, the gray points indicate the random search results, the asterisks indicate the Bayesian optimization result achieved the target ranges of Y, and the red lines indicate the target range.
Figure 5. Y values for 83 times simulation. The blue points indicate the Bayesian optimization results before changing the random value of D-optimal design, the orange points indicate the Bayesian optimization results after changing the random value of D-optimal design, the asterisks indicate the Bayesian optimization result achieved the target ranges of Y, and the red lines indicate the target range.