Principled Design of Expected Improvement for Continuous Simulation Optimization

Songhao Wang, Jianglin Xia, Haowei Wang +1

Expected improvement based on stochastic kriging (SK) surrogate is widely used in continuous simulation optimization, but unknown heteroscedastic noise makes three basic design cho…