The adaptive surrogate modeling based optimization (referred as ASMO hereafter) method involves several steps. First, the parameters to be optimized are chosen. Sensitivity analysis is often used to screen out the insensitive parameters and identify the parameters that exert the most influence on model performance for further optimization