Batch sequential adaptive designs for global optimization

An Adaptive Parallel EI Infilling Strategy Extended by Non-Parametric PMC Sampling Scheme for Efficient Global Optimization

“…Researchers devise adaptive parallel infilling strategies to reduce the optimization burden by sacrificing EI function calculation. Xiao et al [3] focused on selecting global multi-point and used a refined sampling/importance resampling to search the points with large EI values. Moreover, the number of selection points needs to be set in advance.…”