| 2026 | GECCO | More than Tables: Visualizing Anytime Performance in Single- and Multiobjective Optimization. | Dimo Brockhoff, Olaf Mersmann, Tea Tusar |
| 2026 | GECCO | On Reference Set Selection for Constrained Multiobjective Optimization Problems. | Luka Opravs, Dimo Brockhoff, Tea Tusar |
| 2026 | PPSN | Theoretical Analysis of the (1+1)-EA-ES with Reduced Success Rule for Mixed Discrete-Continuous Optimization. | Anne Auger, Dimo Brockhoff, Timo Ktzing, Jurek Sander |
| 2025 | GECCO | On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints. | Anne Auger, Dimo Brockhoff, Jordan N. Cork, Tea Tusar |
| 2025 | GECCO | Benchmarking Powell's Legacy: Performance of Five Derivative-Free Solvers in pdfo on the bbob Test Suite. | Dimo Brockhoff, Tanguy Villain |
| 2025 | GECCO | How Robust is UOBYQA to Worsening, Frozen Noise? Investigations on the bbob Test Suite With Outliers. | Dimo Brockhoff, Tanguy Villain |
| 2025 | GECCO | Rank-based Linear-Quadratic Surrogate Assisted CMA-ES. | Mohamed Gharafi, Nikolaus Hansen, Rodolphe Le Riche, Dimo Brockhoff |
| 2025 | GECCO | Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ES. | Oskar Girardin, Nikolaus Hansen, Dimo Brockhoff, Anne Auger |
| 2025 | GECCO | A Continuation Method Based on CMA-ES. | Hoang Nguyen Vu, Dimo Brockhoff |
| 2023 | GECCO | Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites. | Dimo Brockhoff |
| 2023 | GECCO | Benchmarking the Borg algorithm on the Biobjective bbob-biobj Testbed. | Dimo Brockhoff, Pascal Capetillo, Jonathan Hornewall, Raphael Walker |
| 2023 | GECCO | GECCO 2023 Tutorial on Benchmarking Multiobjective Optimizers 2.0. | Dimo Brockhoff, Tea Tusar |
| 2023 | GECCO | Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES. | Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche |
| 2022 | GECCO | GECCO 2022 tutorial on benchmarking multiobjective optimizers 2.0. | Dimo Brockhoff, Tea Tusar |
| 2021 | GECCO | DMS and MultiGLODS: black-box optimization benchmarking of two direct search methods on the bbob-biobj test suite. | Dimo Brockhoff, Baptiste Plaquevent-Jourdain, Anne Auger, Nikolaus Hansen |
| 2021 | GECCO | Benchmarking multiobjective optimizers 2.0. | Dimo Brockhoff, Tea Tusar |
| 2019 | EMO | On Bi-objective Convex-Quadratic Problems. | Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2019 | GECCO | Tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2019 | GECCO | The impact of sample volume in random search on the bbob test suite. | Dimo Brockhoff, Nikolaus Hansen |
| 2019 | GECCO | Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed. | Dimo Brockhoff, Tea Tusar |
| 2019 | GECCO | Uncrowded hypervolume improvement: COMO-CMA-ES and the sofomore framework. | Cheikh Tour, Nikolaus Hansen, Anne Auger, Dimo Brockhoff |
| 2019 | GECCO | Mixed-integer benchmark problems for single- and bi-objective optimization. | Tea Tusar, Dimo Brockhoff, Nikolaus Hansen |
| 2018 | GECCO | Stopping criteria, initialization, and implementations of BFGS and their effect on the BBOB test suite. | Aurore Blelly, Matheus Felipe-Gomes, Anne Auger, Dimo Brockhoff |
| 2018 | GECCO | GECCO 2018 tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2018 | PPSN | A Comparative Study of Large-Scale Variants of CMA-ES. | Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frdric Barbaresco |
| 2017 | EMO | Quantitative Performance Assessment of Multiobjective Optimizers: The Average Runtime Attainment Function. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar |
| 2017 | GECCO | GECCO 2017 tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2016 | GECCO | GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner |
| 2016 | GECCO | GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization. | Dimo Brockhoff, Tobias Wagner |
| 2016 | PPSN | Tutorials at PPSN 2016. | Carola Doerr, Nicolas Bredche, 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 Malag, Juan Julin Merelo Guervs, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jrg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer |
| 2015 | CEC | Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed. | Dimo Brockhoff |
| 2015 | EMO | A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment. | Dimo Brockhoff |
| 2015 | GECCO | The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. | Dimo Brockhoff, Bernd Bischl, Tobias Wagner |
| 2015 | GECCO | Benchmarking Numerical Multiobjective Optimizers Revisited. | Dimo Brockhoff, Thanh-Do Tran, Nikolaus Hansen |
| 2015 | GECCO | Tutorial on Evolutionary Multiobjective Optimization. | Dimo Brockhoff, Tobias Wagner |
| 2015 | GECCO | Injecting CMA-ES into MOEA/D. | Sal Zapotecas Martnez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2014 | GECCO | GECCO 2014 tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2014 | PPSN | On the Impact of Multiobjective Scalarizing Functions. | Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sbastien Vrel |
| 2013 | EMO | Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. | Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe |
| 2013 | EMO | Preference Articulation by Means of the R2 Indicator. | Tobias Wagner, Heike Trautmann, Dimo Brockhoff |
| 2013 | GECCO | Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2013 | GECCO | GECCO 2013 tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2013 | GECCO | Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. | Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel |
| 2012 | GECCO | On the effect of mirroring in the IPOP active CMA-ES on the noiseless BBOB testbed. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen |
| 2012 | GECCO | On the impact of a small initial population size in the IPOP active CMA-ES with mirrored mutations on the noiseless BBOB testbed. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen |
| 2012 | GECCO | On the impact of active covariance matrix adaptation in the CMA-ES with mirrored mutations and small initial population size on the noiseless BBOB testbed. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen |
| 2012 | GECCO | Comparing mirrored mutations and active covariance matrix adaptation in the IPOP-CMA-ES on the noiseless BBOB testbed. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen |
| 2012 | GECCO | GECCO 2012 tutorial on evolutionary multiobjective optimization. | Dimo Brockhoff, Kalyanmoy Deb |
| 2012 | GECCO | On the properties of the R2 indicator. | Dimo Brockhoff, Tobias Wagner, Heike Trautmann |
| 2012 | PPSN | Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. | Dimo Brockhoff, Manuel Lpez-Ibez, Boris Naujoks, Gnter Rudolph |
| 2011 | FOGA | Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2011 | GECCO | Mirrored sampling in evolution strategies with weighted recombination. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2011 | GECCO | Evolutionary multiobjective optimization. | Dimo Brockhoff |
| 2010 | GECCO | Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | GECCO | Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed. | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2010 | PPSN | Theoretically Investigating Optimal | Anne Auger, Johannes Bader, Dimo Brockhoff |
| 2010 | PPSN | Mirrored Sampling and Sequential Selection for Evolution Strategies. | Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm |
| 2009 | EMO | On Using Populations of Sets in Multiobjective Optimization. | Johannes Bader, Dimo Brockhoff, Samuel Welten, Eckart Zitzler |
| 2009 | FOGA | Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point. | Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler |
| 2009 | GECCO | Articulating user preferences in many-objective problems by sampling the weighted hypervolume. | Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler |
| 2009 | GECCO | Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences. | Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler |
| 2008 | GECCO | Pattern identification in pareto-set approximations. | Tamara Ulrich, Dimo Brockhoff, Eckart Zitzler |
| 2008 | PPSN | Analyzing Hypervolume Indicator Based Algorithms. | Dimo Brockhoff, Tobias Friedrich, Frank Neumann |
| 2007 | CEC | Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods. | Dimo Brockhoff, Eckart Zitzler |
| 2007 | EMO | The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration. | Eckart Zitzler, Dimo Brockhoff, Lothar Thiele |
| 2007 | GECCO | Do additional objectives make a problem harder? | Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler |
| 2006 | PPSN | Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. | Dimo Brockhoff, Eckart Zitzler |
| 2004 | PPSN | Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization. | Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Rglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |
| 2004 | PPSN | The Ising Model: Simple Evolutionary Algorithms as Adaptation Schemes. | Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Rglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |