Surrogate-based Optimization using Mutual Information for Computer Experiments (optim-MICE)

Theodoros Mathikolonis, Serge Guillas

The computational burden of running a complex computer model can make optimization impractical. Gaussian Processes (GPs) are statistical surrogates (also known as emulators) that a…