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A fine-grained message passing MOEA/D

Bilel Derbel , Arnaud Liefooghe , Gauvain Marquet , El-Ghazali Talbi
IEEE Congress on Evolutionary Computation (CEC 2015), May 2015, Sendai, Japan. pp.1837-1844
Conference papers hal-01151874v1
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A feature-based performance analysis in evolutionary multiobjective optimization

Arnaud Liefooghe , Sébastien Verel , Fabio Daolio , Hernan Aguirre , Kiyoshi Tanaka et al.
8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. pp.95-109
Conference papers hal-01093266v1
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Multi-objective Local Search Based on Decomposition

Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Hernan Aguirre , Kiyoshi Tanaka et al.
International Conference on Parallel Problem Solving from Nature (PPSN 2016), 2016, Edinburgh, United Kingdom. pp.431 - 441, ⟨10.1007/978-3-319-45823-6_40⟩
Conference papers hal-01380632v1
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Dominance, indicator and decomposition based search for multi-objective QAP: landscape analysis and automated algorithm selection

Arnaud Liefooghe , Sébastien Verel , Bilel Derbel , Hernan Aguirre , Kiyoshi Tanaka et al.
PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, 2020, Leiden, Netherlands. pp.33-47, ⟨10.1007/978-3-030-58112-1_3⟩
Conference papers hal-02920085v1
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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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A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization

Arnaud Liefooghe , Bilel Derbel
Genetic and Evolutionary Computation Conference (GECCO 2016), Jul 2016, Denver, United States
Conference papers hal-01159961v2
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On the Neutrality of Flowshop Scheduling Fitness Landscapes

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel et al.
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.238--252, ⟨10.1007/978-3-642-25566-3_18⟩
Conference papers hal-00550356v1

Proceedings of the 18th European conference on evolutionary computation in combinatorial optimization (EvoCOP 2018)

Arnaud Liefooghe , Manuel López-Ibáñez
Springer, 10782, 2018, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-77449-7⟩
Books hal-01920369v1
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Learning variable importance to guide recombination on many-objective optimization

Miyako Sagawa , Hernán Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel et al.
5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan
Conference papers hal-01581247v1

Metaheuristics for Biobjective Flow Shop Scheduling

Matthieu Basseur , Arnaud Liefooghe
Metaheuristics for production scheduling, Wiley, pp.225-252, 2013, 978-1-84821-497-2
Book sections hal-03256590v1

Stratégies d'exploration pour la recherche locale multi-objectif

Matthieu Basseur , Arnaud Liefooghe
12ème congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2011, 2011, Saint Etienne, France
Conference papers hal-03350666v1
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ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization

Arnaud Liefooghe , Matthieu Basseur , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, ⟨10.1007/978-3-540-70928-2_31⟩
Conference papers inria-00269972v1
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CoBRA: A Coevolutionary Meta-heuristic for Bi-level Optimization

François Legillon , Arnaud Liefooghe , El-Ghazali Talbi
[Research Report] RR-7741, INRIA. 2011, pp.21
Reports inria-00625744v1
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ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization

Arnaud Liefooghe , Laetitia Jourdan , Thomas Legrand , Jérémie Humeau , El-Ghazali Talbi et al.
Advances in Multi-Objective Nature Inspired Computing, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩
Book sections hal-00522623v1
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The Road to VEGAS: Guiding the Search over Neutral Networks

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel et al.
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Conference papers hal-00579990v1

On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems

Arnaud Liefooghe , Jérémie Humeau , Salma Mesmoudi , Laetitia Jourdan , El-Ghazali Talbi et al.
Journal of Heuristics, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩
Journal articles istex hal-00628215v1
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Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features

Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka et al.
Genetic and Evolutionary Computation Conference (GECCO 2015), 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩
Conference papers hal-01151882v1
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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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An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization

Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497
Conference papers hal-01066206v1
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Landscape-aware performance prediction for evolutionary multi-objective optimization

Arnaud Liefooghe , Fabio Daolio , Sébastien Verel , Bilel Derbel , Hernan Aguirre et al.
IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩
Journal articles hal-02294201v1
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Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference

Arnaud Liefooghe , Manuel López-Ibáñez , Luís Paquete , Sébastien Verel
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.324-331, ⟨10.1145/3205455.3205572⟩
Conference papers hal-01823666v1
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Surrogate-assisted multiobjective optimization based on decomposition

Nicolas Berveglieri , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka et al.
GECCO '19 - Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.507-515, ⟨10.1145/3321707.3321836⟩
Conference papers hal-02292851v1
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Metaheuristics for the Bi-objective Ring Star Problem

Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi , Edmund K. Burke et al.
Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2008), Mar 2008, Napoli, Italy. pp.206--217, ⟨10.1007/978-3-540-78604-7_18⟩
Conference papers inria-00269978v1
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Approaches for many-objective optimization: analysis and comparison on MNK-landscapes

Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka et al.
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Conference papers hal-01178613v1
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On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
European Journal of Operational Research, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩
Journal articles hal-00760097v1
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Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems

Yuri Marca , Hernan Aguirre , Saúl Zapotecas Martinez , Arnaud Liefooghe , Bilel Derbel et al.
EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.386-398, ⟨10.1007/978-3-030-12598-1_31⟩
Conference papers hal-02064548v1
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Force-based Cooperative Search Directions in Evolutionary Multi-objective Optimization

Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe
7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. ⟨10.1007/978-3-642-37140-0_30⟩
Conference papers hal-00765179v1
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Conception de recherche locale en présence de neutralité

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel et al.
ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France
Conference papers hal-00840357v1

Instance space analysis of combinatorial multi-objective optimization problems

Estefania Yap , Mario A. Muñoz , Kate Smith-Miles , Arnaud Liefooghe
IEEE CEC 2020 - Congress on Evolutionary Computation, 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185664⟩
Conference papers hal-02920051v1
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Landscape analysis and heuristic search for multi-objective optimization

Arnaud Liefooghe
Computer Science [cs]. Université de Lille, 2022
Habilitation à diriger des recherches tel-03758552v1