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Sébastien Verel

Publications of Sébastien Verel
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54
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  • 157346
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Research domains

Artificial Intelligence [cs.AI]

Publications

arnaud-liefooghe

Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations

Sébastien Verel , Hugo Monzón Maldonado , Hernán Aguirre , Arnaud Liefooghe , Bilel Derbel et al.
Advances in Operations Research, 2021, 2021, pp.1-16. ⟨10.1155/2021/6699277⟩
Journal articles hal-03505604v1
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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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Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes

Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka et al.
Evolutionary Computation, 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩
Journal articles hal-01380612v1
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A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Jin-Kao Hao
Applied Soft Computing, 2014, 16, pp.10-19. ⟨10.1016/j.asoc.2013.11.008⟩
Journal articles hal-00801793v3
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Distributed Localized Bi-objective Search

Bilel Derbel , Jérémie Humeau , Arnaud Liefooghe , Sébastien Verel
European Journal of Operational Research, 2014, 239 (3), pp.731-743. ⟨10.1016/j.ejor.2014.05.040⟩
Journal articles hal-01002520v1

ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms

Jérémie Humeau , Arnaud Liefooghe , El-Ghazali Talbi , Sébastien Verel
Journal of Heuristics, 2013, 19 (6), pp.881-915. ⟨10.1007/s10732-013-9228-8⟩
Journal articles hal-00832029v1
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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

Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis

Raphaël Cosson , Bilel Derbel , Arnaud Liefooghe , Sébastien Vérel , Hernán E. Aguirre et al.
Genetic and Evolutionary Computation Conference (GECCO 2022), Jul 2022, Boston, MA, United States
Conference papers hal-03693659v1
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Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems

Arnaud Liefooghe , Sébastien Verel , Benjamin Lacroix , Alexandru-Ciprian Zăvoianu , John Mccall et al.
GECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille / Virtual, France. pp.421-429, ⟨10.1145/3449639.3459353⟩
Conference papers hal-03325676v1
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Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics

Johann Dreo , Arnaud Liefooghe , Sébastien Verel , Marc Schoenauer , Juan J. Merelo et al.
GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩
Conference papers pasteur-03220556v1
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On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators

Brahim Aboutaib , Sébastien Verel , Cyril Fonlupt , Bilel Derbel , Arnaud Liefooghe et al.
PPSN 2020 - The 16th International Conference on Parallel Problem Solving from Nature, 2020, Leiden, Netherlands. pp.97-110, ⟨10.1007/978-3-030-58115-2_7⟩
Conference papers hal-02949069v1
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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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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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Dynamic compartmental models for large multi-objective landscapes and performance estimation

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation, 2020, Seville, Spain. pp.99-113, ⟨10.1007/978-3-030-43680-3_7⟩
Conference papers hal-02920043v1

Dynamic compartmental models for algorithm analysis and population size estimation

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
GECCO '19: Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.2044-2047, ⟨10.1145/3319619.3326912⟩
Conference papers hal-02436226v1
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Estimating Relevance of Variables for Effective Recombination

Taishi Ito , Hernan Aguirre , Kiyoshi Tanaka , Arnaud Liefooghe , Bilel Derbel et al.
EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.411-423, ⟨10.1007/978-3-030-12598-1_33⟩
Conference papers hal-02064547v1
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New Features for Continuous Exploratory Landscape Analysis based on the SOO Tree

Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka et al.
FOGA 2019 - 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms, Aug 2019, Potsdam, Germany. pp.72-86
Conference papers hal-02282986v1
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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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On Pareto local optimal solutions networks

Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Manuel López-Ibáñez , Hernan Aguirre et al.
International Conference on Parallel Problem Solving from Nature (PPSN 2018), Sep 2018, Coimbra, Portugal. pp.232-244, ⟨10.1007/978-3-319-99259-4_19⟩
Conference papers hal-01823721v1
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A set-oriented MOEA/D

Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Sébastien Verel , Hernan Aguirre et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩
Conference papers hal-01823671v1
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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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A surrogate model based on Walsh decomposition for pseudo-boolean functions

Sébastien Verel , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka et al.
International Conference on Parallel Problem Solving from Nature (PPSN 2018), Sep 2018, Coimbra, Portugal. pp.181-193, ⟨10.1007/978-3-319-99259-4_15⟩
Conference papers hal-01823725v1
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Using Parallel Strategies to Speed Up Pareto Local Search

Jialong Shi , Qingfu Zhang , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel et al.
11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China
Conference papers hal-01581257v1
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Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes

Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka et al.
EvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232
Conference papers hal-01496347v1
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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
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Closed state model for understanding the dynamics of MOEAs

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany
Conference papers hal-01496329v1
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A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems

Arnaud Liefooghe , Bilel Derbel , Sebastien Verel , Hernan Aguirre , Kiyoshi Tanaka et al.
9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. ⟨10.1007/978-3-319-54157-0_29⟩
Conference papers hal-01496357v1
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Learning variable importance to guide recombination

Miyako Sagawa , Hernan Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel et al.
IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), 2016, Athens, Greece
Conference papers hal-01380646v1
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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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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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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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Experiments on local search for bi-objective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Luis Paquete , Jin-Kao Hao
EMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩
Conference papers hal-01093261v1
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Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives

Manuel López-Ibáñez , Arnaud Liefooghe , Sébastien Verel
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.621-630, ⟨10.1007/978-3-319-10762-2_61⟩
Conference papers hal-01066123v1
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On the Impact of Multiobjective Scalarizing Functions

Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe , Sébastien Verel
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557
Conference papers hal-01066139v1
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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

An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions

Martin Drozdik , Kiyoshi Tanaka , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe et al.
The Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dec 2014, Dunedin, New Zealand. pp.1 - 12
Conference papers hal-01066221v1

On set-based local search for multiobjective combinatorial optimization

Matthieu Basseur , Adrien Goëffon , Arnaud Liefooghe , Sébastien Verel
Genetic and Evolutionary Computation Conference (GECCO 2013), 2013, Amsterdam, Netherlands. pp.471-478
Conference papers hal-00805166v1

Effects of population size on selection and scalability in evolutionary many-objective optimization

Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Learning and Intelligent OptimizatioN Conference (LION 7), 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩
Conference papers hal-00805164v1

What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?

Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
International Conference on Artificial Evolution (EA 2013), 2013, Bordeaux, France. pp.3-15, ⟨10.1007/978-3-319-11683-9⟩
Conference papers hal-00855252v1

A study on population size and selection lapse in many-objective optimization

Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
IEEE Congress on Evolutionary Computation (CEC 2013), 2013, Cancún, Mexico. pp.1507-1514
Conference papers hal-00825310v1

Recherche locale multi-objectif basée sur les ensembles

Matthieu Basseur , Adrien Goëffon , Arnaud Liefooghe , Sébastien Verel
13e congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2012, 2012, Angers, France
Conference papers hal-03255573v1
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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
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Set-based Multiobjective Fitness Landscapes: A Preliminary Study

Sébastien Verel , Arnaud Liefooghe , Clarisse Dhaenens
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩
Conference papers hal-00579984v1
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Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237
Conference papers hal-00563460v1
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On the Effect of Connectedness for Biobjective Multiple and Long Path Problems

Sébastien Verel , Arnaud Liefooghe , Jérémie Humeau , Laetitia Jourdan , Clarisse Dhaenens et al.
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Conference papers hal-00550353v1
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NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel et al.
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202
Conference papers hal-00563459v1
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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
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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
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Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩
Conference papers hal-00550349v1

Set-based Multiobjective Fitness Landscapes: definition, properties.

Sébastien Verel , Laetitia Jourdan , Clarisse Dhaenens , Arnaud Liefooghe
4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Conference papers hal-00460442v1

Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies

Yuri Marca , Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Conference poster hal-01823715v1

Studying MOEAs Dynamics and their Performance using a Three Compartmental Model

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Conference poster hal-01823709v1