Extending Automatic Algorithm Selection to the Online Setting KU Leuven
The goal of this PhD is to extend the methodology of automatic algorithm selection to the online setting. The goal of automatic algorithm selection is to automatically select the best algorithm to solve a problem with. This field of research is motivated by the observation that for many problems in artificial intelligence and operations research no clear best algorithm exists. Rather, each algorithm performs well on some of the problem ...