The Algorithm Selection problem consists of finding a mapping from characteristics of instances (so-called instance features) to algorithms such that we select the best-performing algorithm for each individual instance. Our Wikipedia article on algorithm selection. AutoFolio Flexfolio SATzilla Algorithm Selection Library