Dimo Brockhoff

According to our database, Dimo Brockhoff authored at least 99 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES.

Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

GECCO 2023 Tutorial on Benchmarking Multiobjective Optimizers 2.0.

Dimo Brockhoff, Tea Tusar

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Benchmarking the Borg algorithm on the Biobjective bbob-biobj Testbed.

Dimo Brockhoff, Pascal Capetillo, Jonathan Hornewall, Raphael Walker

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites.

Dimo Brockhoff

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Anytime Performance Assessment in Blackbox Optimization Benchmarking.

Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Tea Tusar

IEEE Trans. Evol. Comput., 2022

Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites.

Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar

Evol. Comput., 2022

GECCO 2022 tutorial on benchmarking multiobjective optimizers 2.0.

Dimo Brockhoff, Tea Tusar

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

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

Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tusar, Dimo Brockhoff

Optim. Methods Softw., 2021

Benchmarking multiobjective optimizers 2.0.

Dimo Brockhoff, Tea Tusar

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

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

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond.

Konstantinos Varelas, Ouassim Ait ElHara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tusar, Anne Auger

Appl. Soft Comput., 2020

2019

COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite.

Ouassim Ait ElHara, Konstantinos Varelas, Duc Manh Nguyen, Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger

CoRR, 2019

Mixed-integer benchmark problems for single- and bi-objective optimization.

Tea Tusar, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Uncrowded hypervolume improvement: COMO-CMA-ES and the sofomore framework.

Cheikh Touré, Nikolaus Hansen, Anne Auger, Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed.

Dimo Brockhoff, Tea Tusar

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

The impact of sample volume in random search on the bbob test suite.

Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

On Bi-objective Convex-Quadratic Problems.

Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018

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, Frédéric Barbaresco

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

GECCO 2018 tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Stopping criteria, initialization, and implementations of BFGS and their effect on the BBOB test suite.

Aurore Blelly, Matheus Felipe-Gomes, Anne Auger, Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Editorial.

Dimo Brockhoff, Joshua D. Knowles, Boris Naujoks, Karthik Sindhya

Comput. Oper. Res., 2017

GECCO 2017 tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Quantitative Performance Assessment of Multiobjective Optimizers: The Average Runtime Attainment Function.

Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016

COCO: The Bi-objective Black Box Optimization Benchmarking (bbob-biobj) Test Suite.

Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger

CoRR, 2016

COCO: The Experimental Procedure.

Nikolaus Hansen, Tea Tusar, Olaf Mersmann, Anne Auger, Dimo Brockhoff

CoRR, 2016

COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting.

Nikolaus Hansen, Anne Auger, Olaf Mersmann, Tea Tusar, Dimo Brockhoff

CoRR, 2016

COCO: Performance Assessment.

Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Dejan Tusar, Tea Tusar

CoRR, 2016

Biobjective Performance Assessment with the COCO Platform.

Dimo Brockhoff, Tea Tusar, Dejan Tusar, Tobias Wagner, Nikolaus Hansen, Anne Auger

CoRR, 2016

Tutorials at PPSN 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

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

GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization.

Dimo Brockhoff, Tobias Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Feature Cluster on "Evolutionary multiobjective optimization".

Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel

Eur. J. Oper. Res., 2015

2 Indicator-Based Multiobjective Search.

Dimo Brockhoff, Tobias Wagner, Heike Trautmann

Evol. Comput., 2015

Injecting CMA-ES into MOEA/D.

Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Tutorial on Evolutionary Multiobjective Optimization.

Dimo Brockhoff, Tobias Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Benchmarking Numerical Multiobjective Optimizers Revisited.

Dimo Brockhoff, Thanh-Do Tran, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment.

Dimo Brockhoff

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed.

Dimo Brockhoff

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

On the Impact of Multiobjective Scalarizing Functions.

Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel

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

Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization.

Dimo Brockhoff, Youssef Hamadi, Souhila Kaci

Proceedings of the Learning and Intelligent Optimization, 2014

GECCO 2014 tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection.

Heike Trautmann, Tobias Wagner, Dimo Brockhoff

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Multiobjectivization with NSGA-ii on the noiseless BBOB testbed.

Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

GECCO 2013 tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Preference Articulation by Means of the R2 Indicator.

Tobias Wagner, Heike Trautmann, Dimo Brockhoff

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization.

Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012

Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications.

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler

Theor. Comput. Sci., 2012

Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms.

Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph

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

On the properties of the R2 indicator.

Dimo Brockhoff, Tobias Wagner, Heike Trautmann

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

GECCO 2012 tutorial on evolutionary multiobjective optimization.

Dimo Brockhoff, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Comparing mirrored mutations and active covariance matrix adaptation in the IPOP-CMA-ES on the noiseless BBOB testbed.

Dimo Brockhoff, Anne Auger, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

On the effect of mirroring in the IPOP active CMA-ES on the noiseless BBOB testbed.

Dimo Brockhoff, Anne Auger, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Evolutionary multiobjective optimization.

Dimo Brockhoff

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

Mirrored sampling in evolution strategies with weighted recombination.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

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

Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

An Evolutionary Algorithm for the Multiobjective Risk-Equity Constrained Routing Problem.

Nora Touati Moungla, Dimo Brockhoff

Proceedings of the 10th Cologne-Twente Workshop on graphs and combinatorial optimization. Extended Abstracts, 2011

Theoretical Aspects of Evolutionary Multiobjective Optimization.

Dimo Brockhoff

Proceedings of the Theory of Randomized Search Heuristics: Foundations and Recent Developments., 2011

2010

Optimal <i>µ</i>-Distributions for the Hypervolume Indicator for Problems with Linear Bi-objective Fronts: Exact and Exhaustive Results.

Dimo Brockhoff

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Mirrored Sampling and Sequential Selection for Evolution Strategies.

Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm

Proceedings of the Parallel Problem Solving from Nature, 2010

Theoretically Investigating Optimal <i>µ</i>-Distributions for the Hypervolume Indicator: First Results for Three Objectives.

Anne Auger, Johannes Bader, Dimo Brockhoff

Proceedings of the Parallel Problem Solving from Nature, 2010

Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed.

Anne Auger, Dimo Brockhoff, Nikolaus Hansen

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Many objective optimization and hypervolume based search.

Dimo Brockhoff

PhD thesis, 2009

On the Effects of Adding Objectives to Plateau Functions.

Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler

IEEE Trans. Evol. Comput., 2009

Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications.

Dimo Brockhoff, Eckart Zitzler

Evol. Comput., 2009

Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences.

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Articulating user preferences in many-objective problems by sampling the weighted hypervolume.

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point.

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler

Proceedings of the Foundations of Genetic Algorithms, 2009

On Using Populations of Sets in Multiobjective Optimization.

Johannes Bader, Dimo Brockhoff, Samuel Welten, Eckart Zitzler

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

2008

Analyzing Hypervolume Indicator Based Algorithms.

Dimo Brockhoff, Tobias Friedrich, Frank Neumann

Proceedings of the Parallel Problem Solving from Nature, 2008

Investigating Coverage and Connectivity Trade-offs in Wireless Sensor Networks: The Benefits of MOEAs.

Matthias Woehrle, Dimo Brockhoff, Tim Hohm, Stefan Bleuler

Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

Pattern identification in pareto-set approximations.

Tamara Ulrich, Dimo Brockhoff, Eckart Zitzler

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

On Handling a Large Number of Objectives A Posteriori and During Optimization.

Dimo Brockhoff, Dhish Kumar Saxena, Kalyanmoy Deb, Eckart Zitzler

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Do additional objectives make a problem harder?

Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration.

Eckart Zitzler, Dimo Brockhoff, Lothar Thiele

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

Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods.

Dimo Brockhoff, Eckart Zitzler

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization.

Dimo Brockhoff, Eckart Zitzler

Proceedings of the Parallel Problem Solving from Nature, 2006

Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem.

Dimo Brockhoff, Eckart Zitzler

Proceedings of the Operations Research, 2006

2004

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 Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener

Proceedings of the Parallel Problem Solving from Nature, 2004

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 Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener

Proceedings of the Parallel Problem Solving from Nature, 2004