Boris Naujoks

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021

Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Open Issues in Surrogate-Assisted Optimization.

[BibT_eX]

[DOI]

Jörg Stork

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Identifying Properties of Real-World Optimisation Problems through a Questionnaire.

[BibT_eX]

[DOI]

CoRR, 2020

Benchmarking in Optimization: Best Practice and Open Issues.

[BibT_eX]

[DOI]

Carola Doerr

Jakob Bossek

Sowmya Chandrasekaran

CoRR, 2020

Expected improvement versus predicted value in surrogate-based optimization.

[BibT_eX]

[DOI]

Frederik Rehbach

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards Game-Playing AI Benchmarks via Performance Reporting Standards.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2020

Cooperative-Coevolution-CMA-ES with Two-Stage Grouping.

[BibT_eX]

[DOI]

Dani Irawan

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

Single- and multi-objective game-benchmark for evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

On benchmarking surrogate-assisted evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Comparison of Reference- and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems.

[BibT_eX]

[DOI]

Dani Irawan

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

On the Effects of Simulating Human Decisions in Game Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

A Multiobjective Approach to Classification in Drug Discovery.

[BibT_eX]

[DOI]

Patrick Echtenbruck

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

2017

Editorial.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2017

Simulation-based test functions for optimization algorithms.

[BibT_eX]

[DOI]

Andreas Fischbach

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Investigating uncertainty propagation in surrogate-assisted evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Surrogate-Assisted Partial Order-Based Evolutionary Optimisation.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016

Tutorials at PPSN 2016.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Demonstrating the Feasibility of Automatic Game Balancing.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

GECCO'16 Student Workshop Chairs' Welcome & Organization.

[BibT_eX]

[DOI]

Samadhi Nallaperuma

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2014

Start Small, Grow Big? Saving Multi-objective Function Evaluations.

[BibT_eX]

[DOI]

Tobias Glasmachers

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Efficient global optimization for combinatorial problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Tuning multi-objective optimization algorithms for cyclone dust separators.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

How to create meaningful and generalizable results.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data.

[BibT_eX]

[DOI]

Oliver Flasch

Katya Vladislavleva

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets.

[BibT_eX]

[DOI]

Tobias Wagner

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief.

[BibT_eX]

[DOI]

Leonard Judt

Olaf Mersmann

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012

Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Effect of SMS-EMOA Parameterizations on Hypervolume Decreases.

[BibT_eX]

[DOI]

Leonard Judt

Olaf Mersmann

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

Multi-criteria optimization for hard problems under limited budgets.

[BibT_eX]

[DOI]

Oliver Flasch

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

SPOT applied to non-stochastic optimization problems: an experimental study.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Design and tuning of an evolutionary multiobjective optimisation algorithm.

[BibT_eX]

[DOI]

PhD thesis, 2011

Tuned data mining: a benchmark study on different tuners.

[BibT_eX]

[DOI]

Wolfgang Konen

Patrick Koch

Oliver Flasch

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Noisy optimization with sequential parameter optimization and optimal computational budget allocation.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Towards Intelligent Team Composition and Maneuvering in Real-Time Strategy Games.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2010

Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

On the Distribution of EMOA Hypervolumes.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

Sequential parameter optimization for multi-objective problems.

[BibT_eX]

[DOI]

Simon Wessing

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Benchmarking evolutionary multiobjective optimization algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Optimizing the Door Assignment in LTL-Terminals.

[BibT_eX]

[DOI]

Transp. Sci., 2009

Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Evol. Comput., 2009

OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing.

[BibT_eX]

[DOI]

Tobias Wagner

Heike Trautmann

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms.

[BibT_eX]

[DOI]

Ofer M. Shir

Mike Preuss

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Comparing Different Approaches on the Door Assignment Problem in LTL-Terminals.

[BibT_eX]

[DOI]

Annette Chmielewski

Proceedings of the Models and Algorithms for Optimization in Logistics, 21.06., 2009

09041 Working Group on EMO for Interactive Multiobjective Optimization (1st Round).

[BibT_eX]

[DOI]

Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

Pareto-dominance in noisy environments.

[BibT_eX]

[DOI]

Heike Trautmann

Jörn Mehnen

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Online convergence detection for multiobjective aerodynamic applications.

[BibT_eX]

[DOI]

Heike Trautmann

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

SMS-EMOA - Effektive evolutionäre Mehrzieloptimierung (SMS-EMOA - Effective Evolutionary Multiobjective Optimization).

[BibT_eX]

[DOI]

Autom., 2008

Intelligent moving of groups in real-time strategy games.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

Intelligent anti-grouping in real-time strategy games.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

To model or not to model: Controlling Pac-Man ghosts without incorporating global knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Measuring flow as concept for detecting game fun in the Pac-Man game.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

SMS-EMOA: Multiobjective selection based on dominated hypervolume.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2007

Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization.

[BibT_eX]

[DOI]

Tobias Wagner

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets.

[BibT_eX]

[DOI]

Mike Preuss

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

Evolutionary optimization of ship propulsion systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels.

[BibT_eX]

[DOI]

Kyriakos C. Giannakoglou

IEEE Trans. Evol. Comput., 2006

Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions.

[BibT_eX]

[DOI]

Mike Preuss

Proceedings of the Parallel Problem Solving from Nature, 2006

Optimizing Door Assignment in LTL-Terminals by Evolutionary Multiobjective Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

An EMO Algorithm Using the Hypervolume Measure as Selection Criterion.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Multi-objective optimisation using S-metric selection: application to three-dimensional solution spaces.

[BibT_eX]

[DOI]