Frederik Rehbach

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 16

Top Topics

Discrete Event Simulation

Continuous Optimization

Simulation Model

Resource Planning

Top Venues

GECCO Companion

Publications

Frederik Rehbach, Martin Zaefferer, Andreas Fischbach, Günter Rudolph, Thomas Bartz-Beielstein
Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm. IEEE Trans. Evol. Comput. 26 (6) (2022)
Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer
Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis. CoRR (2021)
Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, A. Sen, Aleksandr Subbotin, Martin Zaefferer
Resource planning for hospitals under special consideration of the COVID-19 pandemic: optimization and sensitivity analysis. GECCO Companion (2021)
Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Tom Lawton, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer
Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic. CEC (2021)
Margarita Alejandra Rebolledo Coy, Frederik Rehbach, A. E. Eiben, Thomas Bartz-Beielstein
Parallelized Bayesian Optimization for Expensive Robot Controller Evolution. PPSN (1) (2020)
Thomas Bartz-Beielstein, Eva Bartz, Frederik Rehbach, Olaf Mersmann
Optimization of High-dimensional Simulation Models Using Synthetic Data. CoRR (2020)
Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann, Eva Bartz
Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic. CoRR (2020)
Frederik Rehbach, Martin Zaefferer, Boris Naujoks, Thomas Bartz-Beielstein
Expected improvement versus predicted value in surrogate-based optimization. GECCO (2020)
Martin Zaefferer, Frederik Rehbach
Continuous Optimization Benchmarks by Simulation. PPSN (1) (2020)
Frederik Rehbach, Martin Zaefferer, Boris Naujoks, Thomas Bartz-Beielstein
Expected Improvement versus Predicted Value in Surrogate-Based Optimization. CoRR (2020)
Margarita Alejandra Rebolledo Coy, Frederik Rehbach, A. E. Eiben, Thomas Bartz-Beielstein
Parallelized bayesian optimization for problems with expensive evaluation functions. GECCO Companion (2020)
Frederik Rehbach, Lorenzo Gentile, Thomas Bartz-Beielstein
Variable reduction for surrogate-based optimization. GECCO (2020)
Martin Zaefferer, Frederik Rehbach
Continuous Optimization Benchmarks by Simulation. CoRR (2020)
Frederik Rehbach, Lorenzo Gentile, Thomas Bartz-Beielstein
Feature selection for surrogate model-based optimization. GECCO (Companion) (2019)
Frederik Rehbach, Martin Zaefferer, Jörg Stork, Thomas Bartz-Beielstein
Comparison of parallel surrogate-assisted optimization approaches. GECCO (2018)
Frederik Rehbach, Jörg Stork, Thomas Bartz-Beielstein
Bridging Theory and Practice Through Modular Graphical User Interfaces. J. Multim. Process. Technol. 9 (4) (2018)