Dimo Brockhoff

110 papers A 21B 2C 7Journal 19Unranked 56

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Continuation Method Based on CMA-ES. GECCO Companion Hoang Nguyen Vu, Dimo Brockhoff
2025	—	`conf`	Benchmarking Powell's Legacy: Performance of Five Derivative-Free Solvers in pdfo on the bbob Test Suite. GECCO Companion Dimo Brockhoff, Tanguy Villain
2025	A	`conf`	Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ES. GECCO Oskar Girardin, Nikolaus Hansen, Dimo Brockhoff, Anne Auger
2025	—	`conf`	How Robust is UOBYQA to Worsening, Frozen Noise? Investigations on the bbob Test Suite With Outliers. GECCO Companion Dimo Brockhoff, Tanguy Villain
2025	A	`conf`	On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints. GECCO Anne Auger, Dimo Brockhoff, Jordan N. Cork, Tea Tusar
2025	—	`conf`	Rank-based Linear-Quadratic Surrogate Assisted CMA-ES. GECCO Companion Mohamed Gharafi, Nikolaus Hansen, Rodolphe Le Riche, Dimo Brockhoff
2023	—	`conf`	Benchmarking the Borg algorithm on the Biobjective bbob-biobj Testbed. GECCO Companion Dimo Brockhoff, Pascal Capetillo, Jonathan Hornewall, Raphael Walker
2023	—	`conf`	Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites. GECCO Companion Dimo Brockhoff
2023	—	`conf`	GECCO 2023 Tutorial on Benchmarking Multiobjective Optimizers 2.0. GECCO Companion Dimo Brockhoff, Tea Tusar
2023	—	`ch.`	Introduction to Many-Criteria Optimization and Decision Analysis. Many-Criteria Optimization and Decision Analysis Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse
2023	—	`book`	Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives Many-Criteria Optimization and Decision Analysis Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse
2023	A	`conf`	Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES. GECCO Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche
2022	J	`jnl`	Anytime Performance Assessment in Blackbox Optimization Benchmarking. IEEE Trans. Evol. Comput. Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Tea Tusar
2022	—	`conf`	GECCO 2022 tutorial on benchmarking multiobjective optimizers 2.0. GECCO Companion Dimo Brockhoff, Tea Tusar
2022	J	`jnl`	Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites. Evol. Comput. Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar
2021	—	`conf`	Benchmarking multiobjective optimizers 2.0. GECCO Companion Dimo Brockhoff, Tea Tusar
2021	J	`jnl`	COCO: a platform for comparing continuous optimizers in a black-box setting. Optim. Methods Softw. Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
2021	—	`conf`	DMS and MultiGLODS: black-box optimization benchmarking of two direct search methods on the bbob-biobj test suite. GECCO Companion Dimo Brockhoff, Baptiste Plaquevent-Jourdain, Anne Auger, Nikolaus Hansen
2020	J	`jnl`	Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond. Appl. Soft Comput. Konstantinos Varelas, Ouassim Ait ElHara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tusar, Anne Auger
2019	—	`conf`	Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed. GECCO (Companion) Dimo Brockhoff, Tea Tusar
2019	J	`jnl`	COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite. CoRR Ouassim Ait ElHara, Konstantinos Varelas, Duc Manh Nguyen, Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger
2019	A	`conf`	Mixed-integer benchmark problems for single- and bi-objective optimization. GECCO Tea Tusar, Dimo Brockhoff, Nikolaus Hansen
2019	C	`conf`	On Bi-objective Convex-Quadratic Problems. EMO Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2019	—	`conf`	The impact of sample volume in random search on the bbob test suite. GECCO (Companion) Dimo Brockhoff, Nikolaus Hansen
2019	—	`conf`	Tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2019	J	`jnl`	Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework. CoRR Cheikh Touré, Nikolaus Hansen, Anne Auger, Dimo Brockhoff
2019	A	`conf`	Uncrowded hypervolume improvement: COMO-CMA-ES and the sofomore framework. GECCO Cheikh Touré, Nikolaus Hansen, Anne Auger, Dimo Brockhoff
2018	—	`conf`	A Comparative Study of Large-Scale Variants of CMA-ES. PPSN (1) Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frédéric Barbaresco
2018	—	`conf`	GECCO 2018 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2018	J	`jnl`	On Bi-Objective convex-quadratic problems. CoRR Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2018	—	`conf`	Stopping criteria, initialization, and implementations of BFGS and their effect on the BBOB test suite. GECCO (Companion) Aurore Blelly, Matheus Felipe-Gomes, Anne Auger, Dimo Brockhoff
2017	J	`jnl`	Editorial. Comput. Oper. Res. Dimo Brockhoff, Joshua D. Knowles, Boris Naujoks, Karthik Sindhya
2017	—	`conf`	GECCO 2017 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2017	C	`conf`	Quantitative Performance Assessment of Multiobjective Optimizers: The Average Runtime Attainment Function. EMO Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tusar
2016	—	`conf`	Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	—	`conf`	Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	—	`conf`	Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	J	`jnl`	Biobjective Performance Assessment with the COCO Platform. CoRR Dimo Brockhoff, Tea Tusar, Dejan Tusar, Tobias Wagner, Nikolaus Hansen, Anne Auger
2016	J	`jnl`	COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting. CoRR Nikolaus Hansen, Anne Auger, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
2016	J	`jnl`	COCO: Performance Assessment. CoRR Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Dejan Tusar, Tea Tusar
2016	J	`jnl`	COCO: The Bi-objective Black Box Optimization Benchmarking (bbob-biobj) Test Suite. CoRR Tea Tusar, Dimo Brockhoff, Nikolaus Hansen, Anne Auger
2016	J	`jnl`	COCO: The Experimental Procedure. CoRR Nikolaus Hansen, Tea Tusar, Olaf Mersmann, Anne Auger, Dimo Brockhoff
2016	—	`conf`	GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) Dimo Brockhoff, Tobias Wagner
2016	—	`conf`	GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	—	`conf`	The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	—	`conf`	The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
2016	A	`conf`	Tutorials at PPSN 2016. PPSN 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
2015	J	`jnl`	2 Indicator-Based Multiobjective Search. Evol. Comput. Dimo Brockhoff, Tobias Wagner, Heike Trautmann
2015	—	`conf`	A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment. EMO (1) Dimo Brockhoff
2015	A	`conf`	Benchmarking Numerical Multiobjective Optimizers Revisited. GECCO Dimo Brockhoff, Thanh-Do Tran, Nikolaus Hansen
2015	B	`conf`	Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed. CEC Dimo Brockhoff
2015	J	`jnl`	Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
2015	A	`conf`	Injecting CMA-ES into MOEA/D. GECCO Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
2015	—	`conf`	The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. GECCO (Companion) Dimo Brockhoff, Bernd Bischl, Tobias Wagner
2015	—	`conf`	Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) Dimo Brockhoff, Tobias Wagner
2014	—	`conf`	GECCO 2014 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2014	A	`conf`	On the Impact of Multiobjective Scalarizing Functions. PPSN Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2014	J	`jnl`	On the Impact of Multiobjective Scalarizing Functions. CoRR Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2014	—	`conf`	Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization. LION Dimo Brockhoff, Youssef Hamadi, Souhila Kaci
2013	—	`conf`	Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2013	C	`conf`	Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
2013	—	`conf`	GECCO 2013 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2013	—	`conf`	Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. GECCO (Companion) Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel
2013	C	`conf`	Preference Articulation by Means of the R2 Indicator. EMO Tobias Wagner, Heike Trautmann, Dimo Brockhoff
2013	—	`conf`	R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. LION Heike Trautmann, Tobias Wagner, Dimo Brockhoff
2012	—	`conf`	Comparing mirrored mutations and active covariance matrix adaptation in the IPOP-CMA-ES on the noiseless BBOB testbed. GECCO (Companion) Dimo Brockhoff, Anne Auger, Nikolaus Hansen
2012	—	`conf`	GECCO 2012 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff, Kalyanmoy Deb
2012	J	`jnl`	Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications. Theor. Comput. Sci. Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
2012	—	`conf`	On the effect of mirroring in the IPOP active CMA-ES on the noiseless BBOB testbed. GECCO (Companion) Dimo Brockhoff, Anne Auger, Nikolaus Hansen
2012	—	`conf`	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) Dimo Brockhoff, Anne Auger, Nikolaus Hansen
2012	—	`conf`	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) Dimo Brockhoff, Anne Auger, Nikolaus Hansen
2012	A	`conf`	On the properties of the R2 indicator. GECCO Dimo Brockhoff, Tobias Wagner, Heike Trautmann
2012	—	`conf`	Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph
2011	C	`conf`	An Evolutionary Algorithm for the Multiobjective Risk-Equity Constrained Routing Problem. CTW Nora Touati Moungla, Dimo Brockhoff
2011	A	`conf`	Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies. FOGA Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2011	—	`conf`	Evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff
2011	A	`conf`	Mirrored sampling in evolution strategies with weighted recombination. GECCO Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2011	—	`ch.`	Theoretical Aspects of Evolutionary Multiobjective Optimization. Theory of Randomized Search Heuristics Dimo Brockhoff
2010	—	`conf`	Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Mirrored Sampling and Sequential Selection for Evolution Strategies. PPSN (1) Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm
2010	—	`conf`	Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed. GECCO (Companion) Anne Auger, Dimo Brockhoff, Nikolaus Hansen
2010	—	`conf`	Optimal SEAL Dimo Brockhoff
2010	—	`conf`	Theoretically Investigating Optimal PPSN (1) Anne Auger, Johannes Bader, Dimo Brockhoff
2009	A	`conf`	Articulating user preferences in many-objective problems by sampling the weighted hypervolume. GECCO Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
2009	A	`conf`	Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences. GECCO Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
2009	—	`—`	Many objective optimization and hypervolume based search. Dimo Brockhoff
2009	J	`jnl`	Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications. Evol. Comput. Dimo Brockhoff, Eckart Zitzler
2009	C	`conf`	On Using Populations of Sets in Multiobjective Optimization. EMO Johannes Bader, Dimo Brockhoff, Samuel Welten, Eckart Zitzler
2009	J	`jnl`	On the Effects of Adding Objectives to Plateau Functions. IEEE Trans. Evol. Comput. Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler
2009	A	`conf`	Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point. FOGA Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler
2008	A	`conf`	Analyzing Hypervolume Indicator Based Algorithms. PPSN Dimo Brockhoff, Tobias Friedrich, Frank Neumann
2008	—	`conf`	Investigating Coverage and Connectivity Trade-offs in Wireless Sensor Networks: The Benefits of MOEAs. MCDM Matthias Woehrle, Dimo Brockhoff, Tim Hohm, Stefan Bleuler
2008	—	`ch.`	On Handling a Large Number of Objectives A Posteriori and During Optimization. Multiobjective Problem Solving from Nature Dimo Brockhoff, Dhish Kumar Saxena, Kalyanmoy Deb, Eckart Zitzler
2008	A	`conf`	Pattern identification in pareto-set approximations. GECCO Tamara Ulrich, Dimo Brockhoff, Eckart Zitzler
2007	A	`conf`	Do additional objectives make a problem harder? GECCO Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler
2007	B	`conf`	Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods. IEEE Congress on Evolutionary Computation Dimo Brockhoff, Eckart Zitzler
2007	C	`conf`	The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration. EMO Eckart Zitzler, Dimo Brockhoff, Lothar Thiele
2006	A	`conf`	Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. PPSN Dimo Brockhoff, Eckart Zitzler
2006	—	`conf`	Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem. OR Dimo Brockhoff, Eckart Zitzler
2004	A	`conf`	Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization. PPSN 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
2004	A	`conf`	The Ising Model: Simple Evolutionary Algorithms as Adaptation Schemes. PPSN 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