Olaf Mersmann

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Simulation Model

Resource Planning

Constrained Problems

Rule Extraction

Top Venues

GECCO Companion

Publications

Raphael Patrick Prager, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, Olaf Mersmann
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features. FOGA (2023)
Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. CoRR (2023)
Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. GECCO Companion (2023)
Konstantin Dietrich, Olaf Mersmann
Increasing the Diversity of Benchmark Function Sets Through Affine Recombination. PPSN (1) (2022)
Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein
Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization. CoRR (2021)
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)
Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
COCO: a platform for comparing continuous optimizers in a black-box setting. Optim. Methods Softw. 36 (1) (2021)
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)
Nikolaus Hansen, Tea Tusar, Olaf Mersmann, Anne Auger, Dimo Brockhoff
COCO: The Experimental Procedure. CoRR (2016)
Nikolaus Hansen, Anne Auger, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting. CoRR (2016)
Olaf Mersmann, Mike Preuss, Heike Trautmann, Bernd Bischl, Claus Weihs
Analyzing the BBOB Results by Means of Benchmarking Concepts. Evol. Comput. 23 (1) (2015)
Thomas Bartz-Beielstein, Jürgen Branke, Jörn Mehnen, Olaf Mersmann
Evolutionary Algorithms. WIREs Data Mining Knowl. Discov. 4 (3) (2014)
Oliver Flasch, Martina Friese, Katya Vladislavleva, Thomas Bartz-Beielstein, Olaf Mersmann, Boris Naujoks, Jörg Stork, Martin Zaefferer
Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data. EvoApplications (2013)
Samadhi Nallaperuma, Markus Wagner, Frank Neumann, Bernd Bischl, Olaf Mersmann, Heike Trautmann
A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem. FOGA (2013)
Leonard Judt, Olaf Mersmann, Boris Naujoks
Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief. EMO (2013)
Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner, Jakob Bossek, Frank Neumann
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Ann. Math. Artif. Intell. 69 (2) (2013)
Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner, Frank Neumann
A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem CoRR (2012)
Leonard Judt, Olaf Mersmann, Boris Naujoks
Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. LION (2012)
Bernd Bischl, Olaf Mersmann, Heike Trautmann, Mike Preuß
Algorithm selection based on exploratory landscape analysis and cost-sensitive learning. GECCO (2012)
Bernd Bischl, Olaf Mersmann, Heike Trautmann, Claus Weihs
Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation. Evol. Comput. 20 (2) (2012)
Olaf Mersmann, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, Frank Neumann
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. LION (2012)
Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph
Exploratory landscape analysis. GECCO (2011)
Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
On the Distribution of EMOA Hypervolumes. LION (2010)
Claus Weihs, Olaf Mersmann, Bernd Bischl, Arno Fritsch, Heike Trautmann, Till Moritz Karbach, Bernhard Spaan
A Case Study on the Use of Statistical Classification Methods in Particle Physics. GfKl (2010)
Oliver Flasch, Olaf Mersmann, Thomas Bartz-Beielstein
RGP: an open source genetic programming system for the R environment. GECCO (Companion) (2010)
Sanaz Mostaghim, Heike Trautmann, Olaf Mersmann
Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities. PPSN (2) (2010)
Olaf Mersmann, Mike Preuss, Heike Trautmann
Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis. PPSN (1) (2010)
Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation (2010)