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CMA-ES and advanced adaptation mechanisms

Youhei Akimoto , Nikolaus Hansen
GECCO 2022 - Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022, pp.1243-1268. ⟨10.1145/3520304.3533648⟩
Other publications hal-03814263v1
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A Global Surrogate Assisted CMA-ES

Nikolaus Hansen
GECCO 2019 - The Genetic and Evolutionary Computation Conference, ACM, Jul 2019, Prague, Czech Republic. pp.664-672, ⟨10.1145/3321707.3321842⟩
Conference papers hal-02143961v1
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Anytime Performance Assessment in Blackbox Optimization Benchmarking

Nikolaus Hansen , Anne Auger , Dimo Brockhoff , Tea Tusar
IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1293--1305. ⟨10.1109/TEVC.2022.3210897⟩
Journal articles hal-03814997v2
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A Practical Guide to Experimentation (and Benchmarking)

Nikolaus Hansen
GECCO '18 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Documents associated with scientific events hal-01959453v1
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COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite

Ouassim Ait Elhara , Konstantinos Varelas , Duc Hung Nguyen , Tea Tušar , Dimo Brockhoff et al.
2019
Preprints, Working Papers, ... hal-02068407v2
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CMA-ES and advanced adaptation mechanisms

Youhei Akimoto , Nikolaus Hansen
GECCO 2021 - Genetic and Evolutionary Computation Conference Companion, 2021, pp.636-663. ⟨10.1145/3449726.3462748⟩
Other publications hal-03539115v1

A SIGEVO impact award for a paper arising from the COCO platform

Anne Auger , Nikolaus Hansen
ACM SIGEVOlution, 2021, 13 (4), pp.1-11. ⟨10.1145/3447929.3447930⟩
Journal articles hal-03132960v1
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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⟩
Journal articles hal-02960253v1
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Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites

Dimo Brockhoff , Anne Auger , Nikolaus Hansen , Tea Tušar
Evolutionary Computation, 2022, 30 (2), pp.165-193. ⟨10.1162/evco_a_00298⟩
Journal articles hal-01296987v4
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Randomized Derivative Free Optimization via CMA-ES and Sparse Techniques - Applications to Radars

Konstantinos Varelas
Optimization and Control [math.OC]. IP Paris, 2021. English. ⟨NNT : ⟩
Theses tel-03152343v1
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Benchmarking: state-of-the-art and beyond

Anne Auger , Nikolaus Hansen
Francisco Chicano; Krzysztof Krawiec. GECCO 2021 - Genetic and Evolutionary Computation Conference Companion, Jul 2021, Lille, France. Association for Computing Machinery (ACM), pp.339-340, 2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. ⟨10.1145/3449726.3461424⟩
Documents associated with scientific events hal-03538591v1
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A (biased) introduction to benchmarking

Anne Auger , Nikolaus Hansen
GECCO 2022 - Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022, pp.801-823. ⟨10.1145/3520304.3533649⟩
Other publications hal-03814259v1
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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⟩
Journal articles hal-01294124v4