the future of experimental research
Thomas Bartz–Beielstein, Mike Preuß · 2009
It is an open secret that the performance of algorithms depends on their parameterizations --- and of the parameterizations of the problem instances. However, these dependencies can be seen as means for understanding algorithm's behavior. Based on modern statistical techniques we demonstrate how to tune and understand algorithms.