To validate the conclusions from the AgNP synthesis cMOOP in a more rigorous form, we further investigate in detail the performance of EGBO on various synthetic datasets, starting with MW7 from the MW test suite . The complexity of the synthetic problem MW7 is similar to experimental problems for materials optimization, like our self-driving AgNP synthesis platform described earlier.