Machine Learning, Data Science, Optimization, Editors Pick, Thoughts And Theory.
design a 2 level DoE and iteratively search for the maximum with a simple strategy. The code seems to be robust on direction change. This implementation, however, might suffer from the presence of local maxima. In case we suspect our system might have complex surfaces, it might be a good choice to