Replication or exploration? Sequential design for stochastic simulation experiments

Mickael Binois, Jiangeng Huang, Robert B Gramacy +1

We investigate the merits of replication, and provide methods for optimal design (including replicates), with the goal of obtaining globally accurate emulation of noisy computer si…