Olaf Mersmann

发表

Non‐monotonicity of Observed Hypervolume in 1‐Greedy S‐Metric Selection

B. Naujoks, Leonard Judt, Olaf Mersmann, 2013 .

A Rank Transformation Can Improve Sequential Parameter Optimization

H. Trautmann, B. Bischl, P. Koch, 2010 .

Session details: Black box optimization benchmarking 2013 (BBOB 2013)

Bernd Bischl, Heike Trautmann, Anne Auger, 2013, Annual Conference on Genetic and Evolutionary Computation.

GECCO Companion ’15: Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference

Dirk Sudholt, Gisele L. Pappa, Youhei Akimoto, 2015 .

Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization pdf

Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann, 2021, ArXiv.

Accurate Timing Functions

Olaf Mersmann, Olaf Mersmann, 2015 .

Resampling Methods in Model Validation

Bernd Bischl, Heike Trautmann, Claus Weihs, 2010 .

Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation

Bernd Bischl, Heike Trautmann, Claus Weihs, 2012, Evolutionary Computation.

Methods to characterize the behaviour of optimization algorithms

Olaf Mersmann, Olaf Mersmann, 2014 .

A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem

Bernd Bischl, Heike Trautmann, Jakob Bossek, 2012, Annals of Mathematics and Artificial Intelligence.

Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness

Bernd Bischl, Markus Wagner, Heike Trautmann, 2012, LION.

Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis

Heike Trautmann, Mike Preuss, Olaf Mersmann, 2010, PPSN.

COCO: a platform for comparing continuous optimizers in a black-box setting

Anne Auger, Dimo Brockhoff, Nikolaus Hansen, 2016, Optim. Methods Softw..

Resource planning for hospitals under special consideration of the COVID-19 pandemic: optimization and sensitivity analysis

Thomas Bartz-Beielstein, Martin Zaefferer, Frederik Rehbach, 2021, GECCO Companion.

Evolutionary Algorithms

Thomas Bartz-Beielstein, Jürgen Branke, Olaf Mersmann, 2014, WIREs Data Mining Knowl. Discov..

Exploratory landscape analysis

Bernd Bischl, Günter Rudolph, Heike Trautmann, 2011, GECCO '11.

Algorithm selection based on exploratory landscape analysis and cost-sensitive learning

Bernd Bischl, Heike Trautmann, Mike Preuss, 2012, GECCO '12.

Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities

Heike Trautmann, Sanaz Mostaghim, Olaf Mersmann, 2010, PPSN.

Benchmarking evolutionary multiobjective optimization algorithms

Heike Trautmann, Claus Weihs, Boris Naujoks, 2010, IEEE Congress on Evolutionary Computation.

Foundations of Statistical Algorithms: With References to R Packages

Claus Weihs, Uwe Ligges, Olaf Mersmann, 2013 .

A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem

Bernd Bischl, Markus Wagner, Heike Trautmann, 2013, FOGA XII '13.

COCO: The Experimental Procedure pdf

Anne Auger, Dimo Brockhoff, Nikolaus Hansen, 2016, ArXiv.

Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic pdf

Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann, 2020, ArXiv.

Effect of SMS-EMOA Parameterizations on Hypervolume Decreases

Boris Naujoks, Olaf Mersmann, Leonard Judt, 2012, LION.

Optimization of High-dimensional Simulation Models Using Synthetic Data pdf

Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann, 2020, ArXiv.

BatchJobs and BatchExperiments: Abstraction Mechanisms for Using R in Batch Environments

Bernd Bischl, Michel Lang, Claus Weihs, 2015 .

Increasing the Diversity of Benchmark Function Sets Through Affine Recombination

Olaf Mersmann, Konstantin Dietrich, 2022, PPSN.

Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features

Raphael Patrick Prager, H. Trautmann, B. Bischl, 2023, FOGA.

Analyzing the BBOB Results by Means of Benchmarking Concepts

Bernd Bischl, Heike Trautmann, Mike Preuss, 2015, Evolutionary Computation.

Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite

Anna V. Kononova, R. Allmendinger, Olaf Mersmann, 2023, GECCO Companion.

Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic

Thomas Bartz-Beielstein, Martin Zaefferer, Frederik Rehbach, 2021, 2021 IEEE Congress on Evolutionary Computation (CEC).

On the Distribution of EMOA Hypervolumes

Heike Trautmann, Claus Weihs, Boris Naujoks, 2010, LION.

Multiple Criteria Optimization Algorithms and Related Functions

Olaf Mersmann, Olaf Mersmann, 2014 .