Algorithm Configuration: Learning policies for the quick termination of poor performers

Daniel Karapetyan, Andrew J. Parkes, Thomas Stützle

One way to speed up the algorithm configuration task is to use short runs instead of long runs as much as possible, but without discarding the configurations that eventually do wel…