Experimental Section/Methods

We thus propose 4 different metrics.
Firstly, dimensional contour plots – 10 runs at a relatively large evaluation budget (100 iterations x 8 points per batch) are plotted for number of dimensions versus total evaluations, colored by HV score. This is done for the scalable synthetic problems only, and allows us to illustrate performance when dimensionality is scaled up to represent more complex combinatorial problems.