Frederik Rehbach
Frederik Rehbach
Cologne University of Applied Sciences
Verified email at th-koeln.de
Title
Cited by
Cited by
Year
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
82018
Expected Improvement versus Predicted Value in Surrogate-Based Optimization
F Rehbach, M Zaefferer, B Naujoks, T Bartz-Beielstein
arXiv preprint arXiv:2001.02957, 2020
32020
GECCO 2018 Industrial Challenge: Monitoring of drinking-water quality
F Rehbach, S Moritz, S Chandrasekaran, M Rebolledo, M Friese, ...
32018
Surrogate-Assisted Learning of Neural Networks
J Stork, M Zaefferer, A Fischbach, F Rehbach, T Bartz-Beielstein
32017
Package ‘SPOT’
T Bartz-Beielstein, J Stork, M Zaefferer, M Rebolledo, C Lasarczyk, ...
22019
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, ...
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