Maxime Gobert

Publications

Article dans une revue (5)

Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage Pietro Favaro,Maxime Gobert,Jean-François Toubeau Journal of Energy Storage, 2024, 103, pp.114096. ⟨10.1016/j.est.2024.114096⟩ Article dans une revue hal-04801851v1
Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization Maxime Gobert,Guillaume Briffoteaux,Jan Gmys,Nouredine Melab,Daniel Tuyttens Engineering Applications of Artificial Intelligence, 2024, 137, pp.109075. ⟨10.1016/j.engappai.2024.109075⟩ Article dans une revue hal-04707543v1
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 Tuyttenset al. Metals, 2022, 12 (6), pp.976. ⟨10.3390/met12060976⟩ Article dans une revue hal-03689618v1
Batch Acquisition for Parallel Bayesian Optimization—Application to Hydro-Energy Storage Systems Scheduling Maxime Gobert,Jan Gmys,Jean-François Toubeau,Nouredine Melab,Daniel Tuyttenset al. Algorithms, 2022, 15 (12), pp.446. ⟨10.3390/a15120446⟩ Article dans une revue hal-03930078v1
Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO Guillaume Briffoteaux,Maxime Gobert,Romain Ragonnet,Jan Gmys,Mohand Mezmazet al. Swarm and Evolutionary Computation, 2020, pp.100717. ⟨10.1016/j.swevo.2020.100717⟩ Article dans une revue hal-02767541v1

Thèse (1)

Contributions to the Analysis and Design of Parallel Batched Bayesian Optimization Algorithms Maxime Gobert Operations Research [math.OC]. Université de Mons (Belgique), 2024. English. ⟨NNT : ⟩ Thèse tel-04801888v1

Communication dans un congrès (5)

Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems Maxime Gobert,Jan Gmys,Jean-François Toubeau,Nouredine Melab,Daniel Tuyttenset al. IPDPSw PDCO - Parallel / Distributed Combinatorics and Optimization, May 2022, Lyon (remote), France. ⟨10.1109/IPDPSW55747.2022.00133⟩ Communication dans un congrès hal-03701671v1
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 Communication dans un congrès hal-03324642v1
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 Communication dans un congrès hal-02898960v1
Adaptive Space Partitioning for Parallel Bayesian Optimization Maxime Gobert,Jan Gmys,Nouredine Melab,Daniel Tuyttens HPCS 2020 - 18th International Conference on High Performance Computing & Simulation, Dec 2020, Barcelona / Virtual, Spain Communication dans un congrès hal-03121209v1
Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants Maxime Gobert,Jan Gmys,Jean-François Toubeau,Francois Vallee,Nouredine Melabet al. PaCOS 2019 - International Workshop on the Synergy of Parallel Computing, Optimization and Simulation (part of HPCS 2019), Jul 2019, Dublin, Ireland Communication dans un congrès hal-02178314v1