Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO G Briffoteaux, M Gobert, R Ragonnet, J Gmys, M Mezmaz, N Melab, ... Swarm and Evolutionary Computation 57, 100717, 2020 | 37 | 2020 |
Identification of the parameter values of the constitutive and friction models in machining using EGO algorithm: application to Ti6Al4V N Kugalur Palanisamy, E Rivière Lorphèvre, M Gobert, G Briffoteaux, ... Metals 12 (6), 976, 2022 | 13 | 2022 |
Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control G Briffoteaux, R Ragonnet, M Mezmaz, N Melab, D Tuyttens Future Generation Computer Systems 113, 454-467, 2020 | 12 | 2020 |
Optimising social mixing strategies achieving COVID-19 herd immunity while minimising mortality in six European countries R Ragonnet, G Briffoteaux, BM Williams, J Savulescu, M Segal, ... MedRxiv, 2020 | 9 | 2020 |
Parallel surrogate-based algorithms for solving expensive optimization problems G Briffoteaux Université de Lille; Université de Mons, 2022 | 5 | 2022 |
Comparing parallel surrogate-based and surrogate-free multi-objective optimization of COVID-19 vaccines allocation G Briffoteaux, R Ragonnet, P Tomenko, M Mezmaz, N Melab, D Tuyttens International Conference on Optimization and Learning, 201-212, 2022 | 4 | 2022 |
Evolution control ensemble models for surrogate-assisted evolutionary algorithms G Briffoteaux, R Ragonnet, M Mezmaz, N Melab, D Tuyttens High Performance Computing and Simulation 2020, 2021 | 4 | 2021 |
Optimising social mixing strategies to mitigate the impact of COVID-19 in six European countries: A mathematical modelling study R Ragonnet, G Briffoteaux, BM Williams, J Savulescu, M Segal, ... medRxiv, 2020.08. 25.20182162, 2020 | 3 | 2020 |
Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization M Gobert, G Briffoteaux, J Gmys, N Melab, D Tuyttens Engineering Applications of Artificial Intelligence 137, 109075, 2024 | 2 | 2024 |
An adaptive evolution control based on confident regions for surrogate-assisted optimization G Briffoteaux, N Melab, M Mezmaz, D Tuyttens 2018 International Conference on High Performance Computing & Simulation …, 2018 | 2 | 2018 |
Identification of the Constitutive and Friction Models Parameters via a Multi-Objective Surrogate-Assisted Algorithm for the Modeling of Machining—Application to Arbitrary … F Ducobu, N Kugalur-Palanisamy, G Briffoteaux, M Gobert, D Tuyttens, ... Journal of Manufacturing Science and Engineering 146 (6), 2024 | 1 | 2024 |
Algorithmes parallèles et basés sur méta-modèles pour la résolution de problèmes d'optimisation coûteux G Briffoteaux | 1 | 2022 |
Towards Target Derivatives-Enhanced Continued Fraction Regression G Briffoteaux, A Ciezak, P Moscato Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation G Briffoteaux, N Melab, M Mezmaz, D Tuyttens Applied Soft Computing 151, 111134, 2024 | | 2024 |
Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction G Briffoteaux, N Melab, M Mezmaz, D Tuyttens International Conference on Bioinspired Optimization Methods and Their …, 2022 | | 2022 |
Parallel surrogate-based algorithms for solving expensive optimization problems.(Algorithmes parallèles et basés sur méta-modèles pour la résolution de problèmes d'optimisation … G Briffoteaux University of Lille, France, 2022 | | 2022 |
Towards Dynamic Selection of Evolution Controls in Parallel Bayesian Neural Network-assisted Genetic Algorithm G Briffoteaux, R Ragonnet, M Mezmaz, N Melab, D Tuyttens OLA'2020-International Conference on Optimization and Learning, 2020 | | 2020 |
Enhancing Continued Fraction Regression Via Target Function Derivatives G Briffoteaux, A Ciezak, P Moscato Available at SSRN 5060056, 0 | | |
Docteur en Sciences de l’Ingénieur et Technologies de l’Université de Mons Docteur en Informatique et Applications de l’Université de Lille G Briffoteaux | | |