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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
GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩
Communication dans un congrès 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
EvoCOP 2020 - 20st European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2020, Seville, Spain. ⟨10.1007/978-3-030-43680-3_9⟩
Communication dans un congrès hal-02540291v1
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A Modular Surrogate-assisted Framework for Expensive Multiobjective Combinatorial Optimization

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
2021
Pré-publication, Document de travail 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⟩
Article dans une revue hal-03818749v1