Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers
(2018)
Presentation / Conference Contribution
Karapetyan, D., Parkes, A. J., & Stützle, T. (2018, July). Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers. Presented at 12th International Conference, LION 12, Kalamata, Greece
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 well on the long runs. We consider the problem of selecting the top perfo... Read More about Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers.