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Stopping Criteria, Initialization, and Implementations of BFGS and their Effect on the BBOB Test Suite

 Aurore Blelly , Matheus Felipe-Gomes , Anne Auger , Dimo Brockhoff
GECCO '18 Companion, Jul 2018, Kyoto, Japan. ⟨10.1145/3205651.3208303⟩
Communication dans un congrès hal-01811588v1
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Theoretically Investigating Optimal μ-Distributions for the Hypervolume Indicator: First Results For Three Objectives

 Anne Auger , Johannes Bader , Dimo Brockhoff
Parallel Problem Solving from Nature (PPSN XI), Sep 2010, Krakow, Poland
Communication dans un congrès inria-00534906v1
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Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noiseless BBOB-2010 Testbed

 Anne Auger , Dimo Brockhoff , Nikolaus Hansen
GECCO workshop on Black-Box Optimization Benchmarking (BBOB'2010), Jul 2010, Portland, OR, United States. pp.1617-1624, ⟨10.1145/1830761.1830781⟩
Communication dans un congrès inria-00502439v1
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Mirrored Sampling and Sequential Selection for Evolution Strategies

 Dimo Brockhoff , Anne Auger , Nikolaus Hansen , Dirk V. Arnold , Tim Hohm
PPSN, Sep 2010, Warsaw, Poland. pp.11-21
Communication dans un congrès inria-00530202v2
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Quantitative Performance Assessment of Multiobjective Optimizers: The Average Runtime Attainment Function

 Dimo Brockhoff , Anne Auger , Nikolaus Hansen , Tea Tušar
Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. pp.103-119, ⟨10.1007/978-3-319-54157-0_8⟩
Communication dans un congrès hal-01591151v1
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A Comparative Study of Large-scale Variants of CMA-ES

 Konstantinos Varelas , Anne Auger , Dimo Brockhoff , Nikolaus Hansen , Ouassim Ait Elhara , et al.
PPSN XV 2018 - 15th International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.3-15, ⟨10.1007/978-3-319-99253-2_1⟩
Communication dans un congrès hal-01881454v2
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Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework

 Cheikh Touré , Nikolaus Hansen , Anne Auger , Dimo Brockhoff
GECCO 2019 - The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. ⟨10.1145/3321707.3321852⟩
Communication dans un congrès hal-02103694v1
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Directed Multiobjective Optimization Based on the Weighted Hypervolume Indicator

 Dimo Brockhoff , Johannes Bader , Lothar Thiele , Eckart Zitzler
Journal of Multi-Criteria Decision Analysis, 2013, Special Issue: Evolutionary Multiobjective Optimization: Methodologies and Applications, 20 (5-6), pp.291-317. ⟨10.1002/mcda.1502⟩
Article dans une revue istex hal-00920178v1
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Hypervolume-based Multiobjective Optimization: Theoretical Foundations and Practical Implications

 Anne Auger , Johannes Bader , Dimo Brockhoff , Eckart Zitzler
Theoretical Computer Science, 2011, 425, pp.75-103. ⟨10.1016/j.tcs.2011.03.012⟩
Article dans une revue inria-00638989v1
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Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noisy BBOB-2010 Testbed

 Anne Auger , Dimo Brockhoff , Nikolaus Hansen
GECCO workshop on Black-Box Optimization Benchmarking (BBOB'2010), Jul 2010, Portland, OR, United States. pp.1625-1632, ⟨10.1145/1830761.1830782⟩
Communication dans un congrès inria-00502441v1
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Mirrored Variants of the (1,2)-CMA-ES Compared on the Noisy BBOB-2010 Testbed

 Anne Auger , Dimo Brockhoff , Nikolaus Hansen
GECCO workshop on Black-Box Optimization Benchmarking (BBOB'2010), Jul 2010, Portland, OR, United States. pp.1575-1582, ⟨10.1145/1830761.1830775⟩
Communication dans un congrès inria-00502436v1
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization

 Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe , Sébastien Verel
[Research Report] RR-8512, 2014
Rapport hal-00968145v1
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Injecting CMA-ES into MOEA/D

 Saúl Zapotecas-Martínez , Bilel Derbel , Arnaud Liefooghe , Dimo Brockhoff , Hernán E. Aguirre , et al.
Genetic and Evolutionary Computation Conference (GECCO 2015), Jul 2015, Madrid, Spain. ⟨10.1145/2739480.2754754⟩
Communication dans un congrès hal-01146738v1
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Benchmarking large-scale continuous optimizers: the bbob-largescale testbed, a COCO software guide and beyond

 Konstantinos Varelas , Ouassim Ait El Hara , Dimo Brockhoff , Nikolaus Hansen , Duc Manh Nguyen , et al.
Applied Soft Computing, 2020, 97 (A), pp.106737. ⟨10.1016/j.asoc.2020.106737⟩
Article dans une revue hal-02960253v1
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Investigating and Exploiting the Bias of the Weighted Hypervolume to Articulate User Preferences

 Anne Auger , Johannes Bader , Dimo Brockhoff , Eckart Zitzler
Genetic and Evolutionary Computation Conference (GECCO 2009), Jul 2009, Montreal, Canada. pp.563-570, ⟨10.1145/1569901.1569980⟩
Communication dans un congrès hal-00431274v1
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Preference Articulation by Means of the R2 Indicator

 Tobias Wagner , Heike Trautmann , Dimo Brockhoff
Evolutionary Multi-criterion Optimization (EMO 2013), Mar 2013, Sheffield, United Kingdom. pp.81-95, ⟨10.1007/978-3-642-37140-0_10⟩
Communication dans un congrès hal-00807867v1
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Comparing Mirrored Mutations and Active Covariance Matrix Adaptation in the IPOP-CMA-ES on the Noiseless BBOB Testbed

 Dimo Brockhoff , Anne Auger , Nikolaus Hansen
GECCO Companion '12, Jul 2012, Philadelphia, PA, United States. pp.297-303, ⟨10.1145/2330784.2330827⟩
Communication dans un congrès hal-00746120v1
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Mirrored Variants of the (1,4)-CMA-ES Compared on the Noisy BBOB-2010 Testbed

 Anne Auger , Dimo Brockhoff , Nikolaus Hansen
GECCO workshop on Black-Box Optimization Benchmarking (BBOB'2010), Jul 2010, Portland, OR, United States. pp.1583-1590, ⟨10.1145/1830761.1830776⟩
Communication dans un congrès inria-00502438v1
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Calibrating Traffic Simulations as an Application of CMA-ES in Continuous Blackbox Optimization: First Results

 Dimo Brockhoff , Anne Auger , Fabrice Marchal
[Research Report] RR-7304, INRIA. 2010
Rapport inria-00496596v1
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Theory of the Hypervolume Indicator: Optimal μ-Distributions and the Choice of the Reference Point

 Anne Auger , Johannes Bader , Dimo Brockhoff , Eckart Zitzler
Foundations of Genetic Algorithms (FOGA 2009), Jan 2009, Orlando, Florida, United States. ⟨10.1145/1527125.1527138⟩
Communication dans un congrès inria-00430540v1
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Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization

 Dimo Brockhoff , Youssef Hamadi , Souhila Kaci
LION: Learning and Intelligent Optimization, Feb 2014, Gainesville, FL, United States. pp.121-136, ⟨10.1007/978-3-319-09584-4_13⟩
Communication dans un congrès hal-00935231v1

COCO: Performance Assessment

 Nikolaus Hansen , Anne Auger , Dimo Brockhoff , Dejan Tusar , Tea Tušar
2016
Pré-publication, Document de travail hal-01315318v1
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COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting

 Nikolaus Hansen , Anne Auger , Raymond Ros , Olaf Mersmann , Tea Tušar , et al.
Optimization Methods and Software, 2021, 36 (1), pp.114-144. ⟨10.1080/10556788.2020.1808977⟩
Article dans une revue hal-01294124v4
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Mixed-Integer Benchmark Problems for Single-and Bi-Objective Optimization

 Tea Tušar , Dimo Brockhoff , Nikolaus Hansen
GECCO 2019 -The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic
Communication dans un congrès hal-02067932v1
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Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites

 Dimo Brockhoff
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. pp.2318-2325, ⟨10.1145/3583133.3596413⟩
Communication dans un congrès hal-04403658v1
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Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed

 Anne Auger , Dimo Brockhoff , Nikolaus Hansen , Dejan Tušar , Tea Tušar , et al.
GECCO 2016 - Genetic and Evolutionary Computation Conference, Jul 2016, Denver, CO, United States. pp.1217-1223, ⟨10.1145/2908961.2931704⟩
Communication dans un congrès hal-01435455v1
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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
GECCO Companion '12, Jul 2012, Philadelphia, PA, United States. pp.291-296, ⟨10.1145/2330784.2330826⟩
Communication dans un congrès hal-00746121v1

Biobjective Performance Assessment with the COCO Platform

 Dimo Brockhoff , Tea Tušar , Dejan Tusar , Tobias Wagner , Nikolaus Hansen , et al.
2016
Pré-publication, Document de travail hal-01315317v1
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On the Properties of the R2 Indicator

 Dimo Brockhoff , Tobias Wagner , Heike Trautmann
GECCO'2012, Jul 2012, Philadelphia, United States. pp.465-472, ⟨10.1145/2330163.2330230⟩
Communication dans un congrès hal-00722060v1
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On the Impact of Multiobjective Scalarizing Functions

 Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe , Sébastien Verel
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557
Communication dans un congrès hal-01066139v1
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