Deep Gaussian process for multi-objective Bayesian optimization
Hebbal, Ali, Balesdent, Mathieu, Brevault, Loïc, Melab, Nouredine, Talbi, El-Ghazali
Published in Optimization and engineering (01.09.2023)
Published in Optimization and engineering (01.09.2023)
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Journal Article
FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments
Bendjoudi, Ahcene, Melab, Nouredine, Talbi, El-Ghazali
Published in IEEE transactions on computers (01.09.2014)
Published in IEEE transactions on computers (01.09.2014)
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Journal Article
Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization
Gobert, Maxime, Briffoteaux, Guillaume, Gmys, Jan, Melab, Nouredine, Tuyttens, Daniel
Published in Engineering applications of artificial intelligence (01.11.2024)
Published in Engineering applications of artificial intelligence (01.11.2024)
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Journal Article
Parallel distributed productivity‐aware tree‐search using Chapel
Helbecque, Guillaume, Gmys, Jan, Melab, Nouredine, Carneiro, Tiago, Bouvry, Pascal
Published in Concurrency and computation (10.12.2023)
Published in Concurrency and computation (10.12.2023)
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Journal Article
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles
Gamot, Juliette, Balesdent, Mathieu, Tremolet, Arnault, Wuilbercq, Romain, Melab, Nouredine, Talbi, El-Ghazali
Published in Engineering applications of artificial intelligence (01.05.2023)
Published in Engineering applications of artificial intelligence (01.05.2023)
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Journal Article
Towards ultra-scale Branch-and-Bound using a high-productivity language
Carneiro, Tiago, Gmys, Jan, Melab, Nouredine, Tuyttens, Daniel
Published in Future generation computer systems (01.04.2020)
Published in Future generation computer systems (01.04.2020)
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Journal Article
Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO
Briffoteaux, Guillaume, Gobert, Maxime, Ragonnet, Romain, Gmys, Jan, Mezmaz, Mohand, Melab, Nouredine, Tuyttens, Daniel
Published in Swarm and evolutionary computation (01.09.2020)
Published in Swarm and evolutionary computation (01.09.2020)
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Journal Article
Parallel multi‐core hyper‐heuristic GRASP to solve permutation flow‐shop problem
Alekseeva, Ekaterina, Mezmaz, Mohand, Tuyttens, Daniel, Melab, Nouredine
Published in Concurrency and computation (10.05.2017)
Published in Concurrency and computation (10.05.2017)
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Journal Article
Multi-core versus many-core computing for many-task Branch-and-Bound applied to big optimization problems
Melab, N., Gmys, J., Mezmaz, M., Tuyttens, D.
Published in Future generation computer systems (01.05.2018)
Published in Future generation computer systems (01.05.2018)
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Journal Article