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Towards Adaptive Space Partitioning for Large-scale Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens
OLA'2020 - International Conference on Optimization and Learning, Feb 2020, Cadix, Spain
Conference papers hal-02898960v1
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Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Francois Vallee , Nouredine Melab , et al.
PaCOS 2019 - International Workshop on the Synergy of Parallel Computing, Optimization and Simulation (part of HPCS 2019), Jul 2019, Dublin, Ireland
Conference papers hal-02178314v1
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Adaptive Space Partitioning for Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens
HPCS 2020 - The 18th International Conference on High Performance Computing & Simulation, Mar 2021, Barcelona / Virtual, Spain
Conference papers hal-03121209v1

Identification of the Parameter Values of the Constitutive and Friction Models in Machining Using EGO Algorithm: Application to Ti6Al4V

Nithyaraaj Kugalur Palanisamy , Edouard Rivière Lorphèvre , Maxime Gobert , Guillaume Briffoteaux , Daniel Tuyttens , et al.
Metals, 2022, 12 (6), pp.976. ⟨10.3390/met12060976⟩
Journal articles hal-03689618v1
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Batch Acquisition for Parallel Bayesian Optimization—Application to Hydro-Energy Storage Systems Scheduling

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Nouredine Melab , Daniel Tuyttens , et al.
Algorithms, 2022, 15 (12), pp.446. ⟨10.3390/a15120446⟩
Journal articles hal-03930078v1
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Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO

Guillaume Briffoteaux , Maxime Gobert , Romain Ragonnet , Jan Gmys , Mohand Mezmaz , et al.
Swarm and Evolutionary Computation, 2020, pp.100717. ⟨10.1016/j.swevo.2020.100717⟩
Journal articles hal-02767541v1
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Space Partitioning with multiple models for Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens
OLA 2021 - Optimization and Learning Algorithm, Jun 2021, Sicilia / Virtual, Italy
Conference papers hal-03324642v1
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Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Nouredine Melab , Daniel Tuyttens , et al.
IPDPSw PDCO - Parallel / Distributed Combinatorics and Optimization, May 2022, Lyon (remote), France. ⟨10.1109/IPDPSW55747.2022.00133⟩
Conference papers hal-03701671v1