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BCMA-ES: A Bayesian approach to CMA-ES

Eric Benhamou , David Saltiel , Sébastien Verel , Fabien Teytaud
GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, ONLINE, Mexico
Conference papers hal-02886512v1
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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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Apport à l'analyse des paysages de fitness pour l'optimisation mono-objective et multiobjective

Sébastien Verel
Intelligence artificielle [cs.AI]. Université du Littoral Côte d'Opale, 2016
Habilitation à diriger des recherches tel-01425127v1
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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
Evolutionary Computation, 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩
Journal articles hal-01380612v1
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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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On the Global Structure of PUBOi Fitness Landscapes

Sara Tari , Gabriela Ochoa , Matthieu Basseur , Sébastien Verel
The Genetic and Evolutionary Computation Conference (GECCO), ACM, Jul 2023, Lisbonne, Portugal. ⟨10.1145/3583133.3590649⟩
Conference papers hal-04075074v1
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Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective

Arnaud Liefooghe , Sébastien Verel , Tinkle Chugh , Jonathan Fieldsend , Richard Allmendinger , et al.
EMO 2023 - 12th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2023, Leiden, Netherlands. pp.260-273, ⟨10.1007/978-3-031-27250-9_19⟩
Conference papers hal-04021499v1
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Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce

Bilal Elghadyry , Faissal Ouardi , Zineb Lotfi , Sébastien Verel
International Journal of Big Data Intelligence, 2021, 8 (145), pp.1-27. ⟨10.1186/s40537-021-00535-6⟩
Journal articles hal-03507111v1
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Sampling Local Optima Networks of Large Combinatorial Search Spaces: the QAP Case

Sébastien Verel , Fabio Daolio , Gabriela Ochoa , Marco Tomassini
15th International Conference Parallel Problem Solving from Nature (PPSN XV) - 2018, Sep 2018, Coimbra, Portugal. pp.257-268
Conference papers hal-01823720v1
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On the Fractal Nature of Local Optima Networks

Sarah Thomson , Sébastien Verel , Gabriela Ochoa , Nadarajen Veerapen , Paul Mcmenemy
EvoCOP 2018 - The 18th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2018, Parma, Italy. pp.18-33
Conference papers hal-01824984v1
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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
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Deceptiveness and Neutrality - the ND family of fitness landscapes

William Beaudoin , Sébastien Verel , Philippe Collard , Cathy Escazut
Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.507 - 514, ⟨10.1145/1143997.1144091⟩
Conference papers hal-00164694v1

Systèmes Complexes

Philippe Collard , Sébastien Verel , Manuel Clergue
Books hal-01284628v1
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Set-based Multiobjective Fitness Landscapes: definition, properties

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

Local Optima Networks: Current Results and Perspectives

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
ThRaSH 2010 - 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Conference papers hal-00460436v1
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms

Jérémie Humeau , Arnaud Liefooghe , El-Ghazali Talbi , Sébastien Verel
[Research Report] RR-7871, INRIA. 2013
Reports hal-00665421v2
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Etude et Exploitation des Réseaux de Neutralité dans les Paysages Adaptatifs pour l'Optimisation Difficile

Sébastien Verel
Autre [cs.OH]. Université Nice Sophia Antipolis, 2005. Français. ⟨NNT : ⟩
Theses tel-00159727v1
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Local search heuristics: Fitness Cloud versus Fitness Landscape

Philippe Collard , Sébastien Verel , Manuel Clergue
the 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. pp.973 - 974
Conference papers hal-00164910v1
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A preliminary investigation of anisotropic selection in celullar genetic algorithms

David Simoncini , Sébastien Verel , Manuel Clergue , Philippe Collard
Poster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France
Conference papers hal-00164913v1
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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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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion
Biennial International Conference on Artificial Evolution (EA 2019), Oct 2019, Mulhouse, France
Conference papers hal-02319558v1
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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
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Conference papers hal-01178613v1
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Inferring Future Landscapes: Sampling the Local Optima Level

Sarah L Thomson , Gabriela Ochoa , Sébastien Verel , Nadarajen Veerapen
Evolutionary Computation, 2020, 28 (4), pp.621-641. ⟨10.1162/evco_a_00271⟩
Journal articles hal-03035340v1
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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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Etude à l'aide d'une simulation informatique multi-agents visant à saisir les conséquences de la réforme des aéroports pour les territoires

Christopher Jankee , Michel Carrard , Sébastien Verel , Eric Ramat
11ème Conférence Annuelle TEPP : Territoires, Espaces, et Politiques Publiques, Sep 2014, Nantes, France
Conference papers hal-01069541v1
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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
Poster communications hal-01823709v1
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Les conséquences de la réforme aéroportuaire pour les territoires : apports d’une simulation informatique multi-agents

Christopher Jankee , Michel Carrard , Sébastien Verel , Eric Ramat
Cybergeo : Revue européenne de géographie / European journal of geography, 2020, pp.957
Journal articles hal-02965863v1
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Bayesian CMA-ES: a new approach

Eric Benhamou , David Saltiel , Sébastien Verel , Fabien Teytaud
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.203-204, ⟨10.1145/3377929.3389913⟩
Conference papers hal-03814858v1
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SIALAC Benchmark: On the design of adaptive algorithms for traffic lights problems

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion
GECCO 2018, Jul 2018, Kyoto, Japan. ACM Digital Library, pp.288-289, 2018, ⟨10.1145/3205651.3205776⟩
Poster communications hal-01767696v1

Composition of weighted finite transducers in MapReduce

Bilal Elghadyry , Faissal Ouardi , Sébastien Verel
Journal of Big Data, 2021, 8 (1), pp.22. ⟨10.1186/s40537-020-00397-4⟩
Journal articles hal-03515727v1