Ensemble Based Optimization and Tuning Algorithms
Martina Friese, Martin Zaefferer, Thomas Bartz–Beielstein, Oliver Flasch, Patrick N. Koch, Wolfgang Konen, Boris Naujoks, Forschungsstelle Ciop · 2011
Sequential Parameter Optimization (SPO)[1] is a state-of-the-art tuning methodology for parameter optimization. It has the following properties: i) Use the available budget (e.g., simulator runs, number of function evaluations) sequentially, i.e., use information from search-space exploration to guide the search