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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
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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.
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.
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.
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.
Conference papers
hal-03701671v1
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