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ORCIDBoris Naujoks
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- affiliation: TH Köln, Germany
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Books and Theses
- 2011
[b1]Boris Naujoks:
Design and tuning of an evolutionary multiobjective optimisation algorithm. Dortmund University of Technology, 2011
Journal Articles
- 2023
- [j9]Vanessa Volz, Boris Naujoks, Pascal Kerschke
, Tea Tusar:
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games. Appl. Soft Comput. 136: 110121 (2023) - [j8]Dani Irawan, Boris Naujoks, Thomas Bäck, Michael Emmerich:
Dominance-based variable analysis for large-scale multi-objective problems. Nat. Comput. 22(2): 243-257 (2023) - 2017
- [j7]Dimo Brockhoff, Joshua D. Knowles, Boris Naujoks, Karthik Sindhya:
Editorial. Comput. Oper. Res. 79: 264-265 (2017) - 2010
- [j6]Mike Preuss, Nicola Beume, Holger Danielsiek, Tobias Hein, Boris Naujoks, Nico Piatkowski, Raphael Stür, Andreas Thom, Simon Wessing:
Towards Intelligent Team Composition and Maneuvering in Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games 2(2): 82-98 (2010) - 2009
- [j5]Heike Trautmann, Tobias Wagner, Boris Naujoks, Mike Preuß, Jörn Mehnen:
Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms. Evol. Comput. 17(4): 493-509 (2009) - [j4]Annette Chmielewski, Boris Naujoks, Michael Janas, Uwe Clausen:
Optimizing the Door Assignment in LTL-Terminals. Transp. Sci. 43(2): 198-210 (2009) - 2008
- [j3]Nicola Beume, Boris Naujoks, Günter Rudolph:
SMS-EMOA - Effektive evolutionäre Mehrzieloptimierung (SMS-EMOA - Effective Evolutionary Multiobjective Optimization). Autom. 56(7): 357-364 (2008) - 2007
- [j2]Nicola Beume, Boris Naujoks, Michael T. M. Emmerich:
SMS-EMOA: Multiobjective selection based on dominated hypervolume. Eur. J. Oper. Res. 181(3): 1653-1669 (2007) - 2006
- [j1]Michael T. M. Emmerich, Kyriakos C. Giannakoglou, Boris Naujoks:
Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels. IEEE Trans. Evol. Comput. 10(4): 421-439 (2006)
Conference and Workshop Papers
- 2024
- [c55]Leonie Kallabis, Bruno Baruque Zanon, Heinrich Klocke, Ana María Lara Palma, Boris Naujoks:
Investigating the Effect of Color Stimuli on Player Emotions in Games. CoG 2024: 1-4 - 2022
- [c54]Matthias Groß, Dietlind Zühlke, Boris Naujoks:
Automating Speedrun Routing: Overview and Vision. EvoApplications 2022: 471-486 - 2021
- [c53]Aljosa Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipic:
Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective. CEC 2021: 1983-1990 - [c52]Patrick Echtenbruck, Michael Emmerich, Martina Echtenbruck, Boris Naujoks:
Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery. CEC 2021: 2251-2258 - 2020
- [c51]Dani Irawan, Margarita Antoniou, Boris Naujoks, Gregor Papa:
Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix. BIOMA 2020: 69-83 - [c50]Dani Irawan, Boris Naujoks, Michael Emmerich:
Cooperative-Coevolution-CMA-ES with Two-Stage Grouping. CEC 2020: 1-8 - [c49]Vanessa Volz, Boris Naujoks:
Towards Game-Playing AI Benchmarks via Performance Reporting Standards. CoG 2020: 764-771 - [c48]Koen van der Blom, Timo M. Deist, Tea Tusar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks:
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems. GECCO Companion 2020: 293-294 - [c47]Frederik Rehbach, Martin Zaefferer, Boris Naujoks, Thomas Bartz-Beielstein:
Expected improvement versus predicted value in surrogate-based optimization. GECCO 2020: 868-876 - 2019
- [c46]Patrick Echtenbruck, Michael Emmerich, Boris Naujoks:
A Multiobjective Approach to Classification in Drug Discovery. CIBCB 2019: 1-8 - [c45]Vanessa Volz, Boris Naujoks:
On the Effects of Simulating Human Decisions in Game Analysis. CoG 2019: 1-8 - [c44]Dani Irawan, Boris Naujoks:
Comparison of Reference- and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems. EMO 2019: 266-277 - [c43]Vanessa Volz, Boris Naujoks, Pascal Kerschke, Tea Tusar:
Single- and multi-objective game-benchmark for evolutionary algorithms. GECCO 2019: 647-655 - [c42]Vanessa Volz, Boris Naujoks:
On benchmarking surrogate-assisted evolutionary algorithms. GECCO (Companion) 2019: 1603-1605 - 2017
- [c41]Vanessa Volz, Günter Rudolph, Boris Naujoks:
Surrogate-Assisted Partial Order-Based Evolutionary Optimisation. EMO 2017: 639-653 - [c40]Vanessa Volz, Günter Rudolph, Boris Naujoks:
Investigating uncertainty propagation in surrogate-assisted evolutionary algorithms. GECCO 2017: 881-888 - [c39]Martin Zaefferer, Andreas Fischbach, Boris Naujoks, Thomas Bartz-Beielstein:
Simulation-based test functions for optimization algorithms. GECCO 2017: 905-912 - 2016
- [c38]Vanessa Volz, Günter Rudolph, Boris Naujoks:
Demonstrating the Feasibility of Automatic Game Balancing. GECCO 2016: 269-276 - [c37]Vanessa Volz, Samadhi Nallaperuma, Boris Naujoks:
GECCO'16 Student Workshop Chairs' Welcome & Organization. GECCO (Companion) 2016: 991-992 - [c36]Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer:
Tutorials at PPSN 2016. PPSN 2016: 1012-1022 - 2014
- [c35]Martin Zaefferer, Jörg Stork, Martina Friese, Andreas Fischbach, Boris Naujoks, Thomas Bartz-Beielstein:
Efficient global optimization for combinatorial problems. GECCO 2014: 871-878 - [c34]Martin Zaefferer, Beate Breiderhoff, Boris Naujoks, Martina Friese, Jörg Stork, Andreas Fischbach, Oliver Flasch, Thomas Bartz-Beielstein:
Tuning multi-objective optimization algorithms for cyclone dust separators. GECCO 2014: 1223-1230 - [c33]Tobias Glasmachers, Boris Naujoks, Günter Rudolph:
Start Small, Grow Big? Saving Multi-objective Function Evaluations. PPSN 2014: 579-588 - 2013
- [c32]Leonard Judt, Olaf Mersmann, Boris Naujoks:
Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief. EMO 2013: 96-110 - [c31]Martin Zaefferer, Thomas Bartz-Beielstein, Boris Naujoks, Tobias Wagner, Michael Emmerich:
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets. EMO 2013: 756-770 - [c30]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: 172-181 - [c29]Thomas Bartz-Beielstein, Martin Zaefferer, Boris Naujoks:
How to create meaningful and generalizable results. GECCO (Companion) 2013: 979-1004 - 2012
- [c28]Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks, Martin Zaefferer:
SPOT applied to non-stochastic optimization problems: an experimental study. GECCO (Companion) 2012: 645-646 - [c27]Martin Zaefferer, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks, Oliver Flasch:
Multi-criteria optimization for hard problems under limited budgets. GECCO (Companion) 2012: 1451-1452 - [c26]Leonard Judt, Olaf Mersmann, Boris Naujoks:
Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. LION 2012: 419-424 - [c25]Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph:
Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) 2012: 123-132 - 2011
- [c24]Thomas Bartz-Beielstein, Martina Friese, Martin Zaefferer, Boris Naujoks, Oliver Flasch, Wolfgang Konen, Patrick Koch:
Noisy optimization with sequential parameter optimization and optimal computational budget allocation. GECCO (Companion) 2011: 119-120 - [c23]Wolfgang Konen, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks:
Tuned data mining: a benchmark study on different tuners. GECCO 2011: 1995-2002 - 2010
- [c22]Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs:
Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c21]Simon Wessing, Boris Naujoks:
Sequential parameter optimization for multi-objective problems. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c20]Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs:
On the Distribution of EMOA Hypervolumes. LION 2010: 333-337 - [c19]Simon Wessing, Nicola Beume, Günter Rudolph, Boris Naujoks:
Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. PPSN (1) 2010: 728-737 - 2009
- [c18]Boris Naujoks, Heike Trautmann:
Online convergence detection for multiobjective aerodynamic applications. IEEE Congress on Evolutionary Computation 2009: 332-339 - [c17]Heike Trautmann, Jörn Mehnen, Boris Naujoks:
Pareto-dominance in noisy environments. IEEE Congress on Evolutionary Computation 2009: 3119-3126 - [c16]Nicola Beume, Boris Naujoks, Mike Preuss, Günter Rudolph, Tobias Wagner:
Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts. EMO 2009: 21-35 - [c15]Ofer M. Shir, Mike Preuss, Boris Naujoks, Michael T. M. Emmerich:
Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms. EMO 2009: 95-109 - [c14]Tobias Wagner, Heike Trautmann, Boris Naujoks:
OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing. EMO 2009: 198-215 - 2008
- [c13]Nicola Beume, Holger Danielsiek, Christian Eichhorn, Boris Naujoks, Mike Preuss, Klaus D. Stiller, Simon Wessing:
Measuring flow as concept for detecting game fun in the Pac-Man game. IEEE Congress on Evolutionary Computation 2008: 3448-3455 - [c12]Nicola Beume, Tobias Hein, Boris Naujoks, Georg Neugebauer, Nico Piatkowski, Mike Preuss, Raphael Stür, Andreas Thom:
To model or not to model: Controlling Pac-Man ghosts without incorporating global knowledge. IEEE Congress on Evolutionary Computation 2008: 3464-3471 - [c11]Nicola Beume, Tobias Hein, Boris Naujoks, Nico Piatkowski, Mike Preuss, Simon Wessing:
Intelligent anti-grouping in real-time strategy games. CIG 2008: 63-70 - [c10]Holger Danielsiek, Raphael Stür, Andreas Thom, Nicola Beume, Boris Naujoks, Mike Preuss:
Intelligent moving of groups in real-time strategy games. CIG 2008: 71-78 - 2007
- [c9]Boris Naujoks, Max Steden, Sven-Brian Müller, Jochen Hundemer:
Evolutionary optimization of ship propulsion systems. IEEE Congress on Evolutionary Computation 2007: 2809-2816 - [c8]Günter Rudolph, Boris Naujoks, Mike Preuss:
Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets. EMO 2007: 36-50 - [c7]Tobias Wagner, Nicola Beume, Boris Naujoks:
Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization. EMO 2007: 742-756 - 2006
- [c6]Thomas Bartz-Beielstein, Annette Chmielewski, Michael Janas, Boris Naujoks, Robert Scheffermann:
Optimizing Door Assignment in LTL-Terminals by Evolutionary Multiobjective Algorithms. IEEE Congress on Evolutionary Computation 2006: 41-47 - [c5]Mike Preuss, Boris Naujoks, Günter Rudolph:
Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions. PPSN 2006: 513-522 - 2005
- [c4]Boris Naujoks, Nicola Beume, Michael T. M. Emmerich:
Multi-objective optimisation using S-metric selection: application to three-dimensional solution spaces. Congress on Evolutionary Computation 2005: 1282-1289 - [c3]Michael Emmerich, Nicola Beume, Boris Naujoks:
An EMO Algorithm Using the Hypervolume Measure as Selection Criterion. EMO 2005: 62-76 - 2002
- [c2]Boris Naujoks, Werner Haase, Jörg Ziegenhirt, Thomas Bäck:
Multi Objective Airfoil Design Using Single Parent Populations. GECCO 2002: 1156-1163 - [c1]Boris Naujoks, Lars Willmes, Thomas Bäck, Werner Haase:
Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation. PPSN 2002: 841-850
Parts in Books or Collections
- 2023
- [p4]Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse:
Introduction to Many-Criteria Optimization and Decision Analysis. Many-Criteria Optimization and Decision Analysis 2023: 3-28 - [p3]Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar:
Identifying Properties of Real-World Optimisation Problems Through a Questionnaire. Many-Criteria Optimization and Decision Analysis 2023: 59-80 - [p2]Vanessa Volz, Dani Irawan, Koen van der Blom, Boris Naujoks:
Benchmarking. Many-Criteria Optimization and Decision Analysis 2023: 149-179 - 2020
- [p1]Jörg Stork, Martina Friese, Martin Zaefferer, Thomas Bartz-Beielstein, Andreas Fischbach, Beate Breiderhoff, Boris Naujoks, Tea Tusar:
Open Issues in Surrogate-Assisted Optimization. High-Performance Simulation-Based Optimization 2020: 225-244
Editorship
- 2023
- [e4]Michael Emmerich, André H. Deutz, Hao Wang, Anna V. Kononova, Boris Naujoks, Ke Li, Kaisa Miettinen, Iryna Yevseyeva:
Evolutionary Multi-Criterion Optimization - 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20-24, 2023, Proceedings. Lecture Notes in Computer Science 13970, Springer 2023, ISBN 978-3-031-27249-3 [contents] - [e3]Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse:
Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives. Natural Computing Series, Springer 2023, ISBN 978-3-031-25262-4 [contents] - 2010
- [e2]Matthias Ehrgott, Boris Naujoks, Theodor J. Stewart, Jyrki Wallenius:
Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems - Proceedings of the 19th International Conference on Multiple Criteria Decision Making, Auckland, New Zealand, January 7-12, 2008. Lecture notes in economics and mathematical systems 634, Springer 2010, ISBN 978-3-642-04044-3 [contents] - 2007
- [e1]Thomas Bartz-Beielstein, María J. Blesa Aguilera, Christian Blum, Boris Naujoks, Andrea Roli, Günter Rudolph, Michael Sampels:
Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings. Lecture Notes in Computer Science 4771, Springer 2007, ISBN 978-3-540-75513-5 [contents]
Informal and Other Publications
- 2024
- [i13]Leonie Kallabis, Bruno Baruque Zanon, Heinrich Klocke, Ana María Lara Palma, Boris Naujoks:
The Influence of Color Stimuli on Adolescents' Emotion Playing Mobile Games. CoRR abs/2402.19064 (2024) - 2023
- [i12]Vanessa Volz, Boris Naujoks, Pascal Kerschke, Tea Tusar:
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games. CoRR abs/2302.08479 (2023) - 2022
- [i11]Patrick Echtenbruck, Martina Echtenbruck, Kees Joost Batenburg, Thomas Bäck, Boris Naujoks, Michael Emmerich:
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications. CoRR abs/2206.11263 (2022) - 2021
- [i10]Matthias Groß, Dietlind Zühlke, Boris Naujoks:
Automating Speedrun Routing: Overview and Vision. CoRR abs/2106.01182 (2021) - 2020
- [i9]Frederik Rehbach, Martin Zaefferer, Boris Naujoks, Thomas Bartz-Beielstein:
Expected Improvement versus Predicted Value in Surrogate-Based Optimization. CoRR abs/2001.02957 (2020) - [i8]Koen van der Blom, Timo M. Deist, Tea Tusar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks:
Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems. CoRR abs/2004.06395 (2020) - [i7]Vanessa Volz, Boris Naujoks:
Towards Game-Playing AI Benchmarks via Performance Reporting Standards. CoRR abs/2007.02742 (2020) - [i6]Thomas Bartz-Beielstein, Carola Doerr, Jakob Bossek, Sowmya Chandrasekaran, Tome Eftimov, Andreas Fischbach, Pascal Kerschke, Manuel López-Ibáñez, Katherine M. Malan, Jason H. Moore, Boris Naujoks, Patryk Orzechowski, Vanessa Volz, Markus Wagner, Thomas Weise:
Benchmarking in Optimization: Best Practice and Open Issues. CoRR abs/2007.03488 (2020) - [i5]Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar:
Identifying Properties of Real-World Optimisation Problems through a Questionnaire. CoRR abs/2011.05547 (2020) - 2016
- [i4]Vanessa Volz, Günter Rudolph, Boris Naujoks:
Demonstrating the Feasibility of Automatic Game Balancing. CoRR abs/1603.03795 (2016) - [i3]Vanessa Volz, Günter Rudolph, Boris Naujoks:
Surrogate-Assisted Partial Order-based Evolutionary Optimisation. CoRR abs/1611.00260 (2016) - 2009
- [i2]Carlos M. Fonseca, Xavier Gandibleux, Pekka J. Korhonen, Luis Marti, Boris Naujoks, Lothar Thiele, Jyrki Wallenius, Eckart Zitzler:
09041 Working Group on EMO for Interactive Multiobjective Optimization (1st Round). Hybrid and Robust Approaches to Multiobjective Optimization 2009 - [i1]Boris Naujoks, Annette Chmielewski:
Comparing Different Approaches on the Door Assignment Problem in LTL-Terminals. Models and Algorithms for Optimization in Logistics 2009
Coauthor Index
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