TY - DATA
T1 - Raw data of the EXPensive Optimization benchmark library (EXPObench)
PY - 2021/06/14
AU - Laurens Bliek
AU - Arthur Guijt
AU - Sicco Verwer
AU - Mathijs de Weerdt
AU - Rickard Karlsson
UR - https://data.4tu.nl/articles/dataset/Raw_data_of_the_EXPensive_Optimization_benchmark_library_EXPObench_/14247179/2
DO - 10.4121/14247179.v2
KW - Surrogate modelling
KW - surrogate modeling
KW - optimization
KW - optimisation
KW - Black-box optimization
KW - black-box optimisation
KW - Bayesian optimization
KW - Bayesian optimisation
KW - expensive optimization
KW - expensive optimisation
N2 - These are the raw data of the results of several surrogate-based optimization algorithms, applied to four different real-life expensive optimization problems. Included are the computation time used by the algorithm, time spent on evaluating the expensive objective function, and the values of the decision variables and the objective at every iteration and at the optimum.<br>A file to plot the results is also included, and the plots itself as well.<br>
ER -