Comparison of parallel surrogate-assisted optimization approaches F Rehbach, M Zaefferer, J Stork, T Bartz-Beielstein Proceedings of the Genetic and Evolutionary Computation Conference, 1348-1355, 2018 | 8 | 2018 |

Expected Improvement versus Predicted Value in Surrogate-Based Optimization F Rehbach, M Zaefferer, B Naujoks, T Bartz-Beielstein arXiv preprint arXiv:2001.02957, 2020 | 3 | 2020 |

GECCO 2018 Industrial Challenge: Monitoring of drinking-water quality F Rehbach, S Moritz, S Chandrasekaran, M Rebolledo, M Friese, ... | 3 | 2018 |

Surrogate-Assisted Learning of Neural Networks J Stork, M Zaefferer, A Fischbach, F Rehbach, T Bartz-Beielstein | 3 | 2017 |

Package ‘SPOT’ T Bartz-Beielstein, J Stork, M Zaefferer, M Rebolledo, C Lasarczyk, ... | 2 | 2019 |

A novel dynamic multi-criteria ensemble selection mechanism applied to drinking water quality anomaly detection VHA Ribeiro, S Moritz, F Rehbach, G Reynoso-Meza Science of The Total Environment 749, 142368, 2020 | | 2020 |

Optimization of High-dimensional Simulation Models Using Synthetic Data T Bartz-Beielstein, E Bartz, F Rehbach, O Mersmann arXiv preprint arXiv:2009.02781, 2020 | | 2020 |

Continuous Optimization Benchmarks by Simulation M Zaefferer, F Rehbach International Conference on Parallel Problem Solving from Nature, 273-286, 2020 | | 2020 |

Parallelized Bayesian Optimization for Expensive Robot Controller Evolution M Rebolledo, F Rehbach, AE Eiben, T Bartz-Beielstein International Conference on Parallel Problem Solving from Nature, 243-256, 2020 | | 2020 |

Parallelized bayesian optimization for problems with expensive evaluation functions M Rebolledo, F Rehbach, AE Eiben, T Bartz-Beielstein Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | | 2020 |

Variable reduction for surrogate-based optimization F Rehbach, L Gentile, T Bartz-Beielstein Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | | 2020 |

Feature selection for surrogate model-based optimization F Rehbach, L Gentile, T Bartz-Beielstein Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019 | | 2019 |

Bridging Theory and Practice Through Modular Graphical User Interfaces. F Rehbach, J Stork, T Bartz-Beielstein, TH Köln J. Multim. Process. Technol. 9 (4), 134-140, 2018 | | 2018 |

Category Archives: Sequential Parameter Optimization T Bartz-Beielstein, B Naujoks, B Breiderhoff, MAR Coy, ... | | |

New Paper: Entropy-based Adaptive Range Parameter Selection for Evolutionary Algorithms T Bartz-Beielstein, B Naujoks, B Breiderhoff, MAR Coy, ... | | |

SPOTSeven Lab T Bartz-Beielstein, B Naujoks, B Breiderhoff, MAR Coy, ... | | |

Sequential Parameter# Optimization Toolbox 2.0. 2 is on CRAN# RSTATS T Bartz-Beielstein, B Naujoks, B Breiderhoff, MAR Coy, ... | | |