Dimo Brockhoff

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 47

Top Topics

Evolutionary Multiobjective Optimization

Multiobjective Optimization

Top Venues

GECCO (Companion)

GECCO Companion

ETH Zurich (PHD)

Education History

ETH Zurich

PHD

Publications

Dimo Brockhoff
Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites. GECCO Companion (2023)
Dimo Brockhoff, Tea Tusar
GECCO 2023 Tutorial on Benchmarking Multiobjective Optimizers 2.0. GECCO Companion (2023)
Dimo Brockhoff, Pascal Capetillo, Jonathan Hornewall, Raphael Walker
Benchmarking the Borg algorithm on the Biobjective bbob-biobj Testbed. GECCO Companion (2023)
Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche
Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES. GECCO (2023)
Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Tea Tusar
Anytime Performance Assessment in Blackbox Optimization Benchmarking. IEEE Trans. Evol. Comput. 26 (6) (2022)
Dimo Brockhoff, Tea Tusar
GECCO 2022 tutorial on benchmarking multiobjective optimizers 2.0. GECCO Companion (2022)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar
Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites. Evol. Comput. 30 (2) (2022)
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)
Dimo Brockhoff, Tea Tusar
Benchmarking multiobjective optimizers 2.0. GECCO Companion (2021)
Dimo Brockhoff, Baptiste Plaquevent-Jourdain, Anne Auger, Nikolaus Hansen
DMS and MultiGLODS: black-box optimization benchmarking of two direct search methods on the bbob-biobj test suite. GECCO Companion (2021)
Konstantinos Varelas, Ouassim Ait ElHara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tusar, Anne Auger
Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond. Appl. Soft Comput. 97 (Part) (2020)
Ouassim Ait ElHara, Konstantinos Varelas, Duc Manh Nguyen, Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger
COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite. CoRR (2019)
Dimo Brockhoff, Nikolaus Hansen
The impact of sample volume in random search on the bbob test suite. GECCO (Companion) (2019)
Cheikh Touré, Nikolaus Hansen, Anne Auger, Dimo Brockhoff
Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework. CoRR (2019)
Dimo Brockhoff
Tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2019)
Tea Tusar, Dimo Brockhoff, Nikolaus Hansen
Mixed-integer benchmark problems for single- and bi-objective optimization. GECCO (2019)
Cheikh Touré, Nikolaus Hansen, Anne Auger, Dimo Brockhoff
Uncrowded hypervolume improvement: COMO-CMA-ES and the sofomore framework. GECCO (2019)
Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
On Bi-objective Convex-Quadratic Problems. EMO (2019)
Dimo Brockhoff, Tea Tusar
Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed. GECCO (Companion) (2019)
Aurore Blelly, Matheus Felipe-Gomes, Anne Auger, Dimo Brockhoff
Stopping criteria, initialization, and implementations of BFGS and their effect on the BBOB test suite. GECCO (Companion) (2018)
Dimo Brockhoff
GECCO 2018 tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2018)
Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frédéric Barbaresco
A Comparative Study of Large-Scale Variants of CMA-ES. PPSN (1) (2018)
Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
On Bi-Objective convex-quadratic problems. CoRR (2018)
Dimo Brockhoff, Joshua D. Knowles, Boris Naujoks, Karthik Sindhya
Editorial. Comput. Oper. Res. 79 (2017)
Dimo Brockhoff
GECCO 2017 tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2017)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar
Quantitative Performance Assessment of Multiobjective Optimizers: The Average Runtime Attainment Function. EMO (2017)
Nikolaus Hansen, Tea Tusar, Olaf Mersmann, Anne Auger, Dimo Brockhoff
COCO: The Experimental Procedure. CoRR (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
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)
Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Dejan Tusar, Tea Tusar
COCO: Performance Assessment. CoRR (2016)
Dimo Brockhoff, Tea Tusar, Dejan Tusar, Tobias Wagner, Nikolaus Hansen, Anne Auger
Biobjective Performance Assessment with the COCO Platform. CoRR (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (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)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Dimo Brockhoff, Tobias Wagner
GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger
COCO: The Bi-objective Black Box Optimization Benchmarking (bbob-biobj) Test Suite. CoRR (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message. GECCO (Companion) (2016)
Dimo Brockhoff, Bernd Bischl, Tobias Wagner
The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. GECCO (Companion) (2015)
Dimo Brockhoff
Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed. CEC (2015)
Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243 (2) (2015)
Dimo Brockhoff, Tobias Wagner, Heike Trautmann
2 Indicator-Based Multiobjective Search. Evol. Comput. 23 (3) (2015)
Dimo Brockhoff, Tobias Wagner
Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) (2015)
Dimo Brockhoff, Thanh-Do Tran, Nikolaus Hansen
Benchmarking Numerical Multiobjective Optimizers Revisited. GECCO (2015)
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
Injecting CMA-ES into MOEA/D. GECCO (2015)
Dimo Brockhoff
A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment. EMO (1) (2015)
Dimo Brockhoff
GECCO 2014 tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. CoRR (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. PPSN (2014)
Dimo Brockhoff, Youssef Hamadi, Souhila Kaci
Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization. LION (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO (2013)
Heike Trautmann, Tobias Wagner, Dimo Brockhoff
R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. LION (2013)
Dimo Brockhoff
GECCO 2013 tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2013)
Tobias Wagner, Heike Trautmann, Dimo Brockhoff
Preference Articulation by Means of the R2 Indicator. EMO (2013)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed. GECCO (Companion) (2013)
Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel
Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. GECCO (Companion) (2013)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen
On the impact of a small initial population size in the IPOP active CMA-ES with mirrored mutations on the noiseless BBOB testbed. GECCO (Companion) (2012)
Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications. Theor. Comput. Sci. 425 (2012)
Dimo Brockhoff, Tobias Wagner, Heike Trautmann
On the properties of the R2 indicator. GECCO (2012)
Dimo Brockhoff, Kalyanmoy Deb
GECCO 2012 tutorial on evolutionary multiobjective optimization. GECCO (Companion) (2012)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen
Comparing mirrored mutations and active covariance matrix adaptation in the IPOP-CMA-ES on the noiseless BBOB testbed. GECCO (Companion) (2012)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen
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. GECCO (Companion) (2012)
Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph
Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) (2012)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen
On the effect of mirroring in the IPOP active CMA-ES on the noiseless BBOB testbed. GECCO (Companion) (2012)
Nora Touati Moungla, Dimo Brockhoff
An Evolutionary Algorithm for the Multiobjective Risk-Equity Constrained Routing Problem. CTW (2011)
Dimo Brockhoff
Evolutionary multiobjective optimization. GECCO (Companion) (2011)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies. FOGA (2011)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Mirrored sampling in evolution strategies with weighted recombination. GECCO (2011)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed. GECCO (Companion) (2010)
Dimo Brockhoff
-Distributions for the Hypervolume Indicator for Problems with Linear Bi-objective Fronts: Exact and Exhaustive Results. SEAL (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm
Mirrored Sampling and Sequential Selection for Evolution Strategies. PPSN (1) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed. GECCO (Companion) (2010)
Anne Auger, Johannes Bader, Dimo Brockhoff
-Distributions for the Hypervolume Indicator: First Results for Three Objectives. PPSN (1) (2010)
Johannes Bader, Dimo Brockhoff, Samuel Welten, Eckart Zitzler
On Using Populations of Sets in Multiobjective Optimization. EMO (2009)
Dimo Brockhoff, Eckart Zitzler
Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications. Evol. Comput. 17 (2) (2009)
Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point. FOGA (2009)
Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences. GECCO (2009)
Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
Articulating user preferences in many-objective problems by sampling the weighted hypervolume. GECCO (2009)
Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler
On the Effects of Adding Objectives to Plateau Functions. IEEE Trans. Evol. Comput. 13 (3) (2009)
Tamara Ulrich, Dimo Brockhoff, Eckart Zitzler
Pattern identification in pareto-set approximations. GECCO (2008)
Matthias Woehrle, Dimo Brockhoff, Tim Hohm, Stefan Bleuler
Investigating Coverage and Connectivity Trade-offs in Wireless Sensor Networks: The Benefits of MOEAs. MCDM (2008)
Dimo Brockhoff, Tobias Friedrich, Frank Neumann
Analyzing Hypervolume Indicator Based Algorithms. PPSN (2008)
Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler
Do additional objectives make a problem harder? GECCO (2007)
Dimo Brockhoff, Eckart Zitzler
Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods. IEEE Congress on Evolutionary Computation (2007)
Dimo Brockhoff, Eckart Zitzler
Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem. OR (2006)
Eckart Zitzler, Dimo Brockhoff, Lothar Thiele
The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration. EMO (2006)
Dimo Brockhoff, Eckart Zitzler
Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. PPSN (2006)
Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener
The Ising Model: Simple Evolutionary Algorithms as Adaptation Schemes. PPSN (2004)
Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener
Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization. PPSN (2004)