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Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh Basis

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang et al.
GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩
Conference papers hal-02898952v1
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On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Ke Li , Qingfu Zhang et al.
EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2020, Seville, Spain. ⟨10.1007/978-3-030-43680-3_9⟩
Conference papers hal-02540291v1
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Contributions à l'optimisation multi-objectif à base de décomposition

Geoffrey Pruvost
Informatique [cs]. Université de Lille, 2021. Français. ⟨NNT : ⟩
Theses tel-03479066v2
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A Modular Surrogate-assisted Framework for Expensive Multiobjective Combinatorial Optimization

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang et al.
2021
Preprints, Working Papers, ... hal-03380316v1
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Moead-framework: a modular MOEA/D Python framework

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe
Journal of Open Source Software, 2022, 7 (78), pp.2974. ⟨10.21105/joss.02974⟩
Journal articles hal-03818749v1