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Sébastien Verel

Professor of Computer Science
92%
Open access
159
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  • 157346
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Research domains

Artificial Intelligence [cs.AI]

Publications

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Models to classify the difficulty of genetic algorithms to solve continuous optimization problems

Noel Rodríguez-Maya , Juan Flores , Sébastien Verel , Mario Graff
Natural Computing, 2023, ⟨10.1007/s11047-022-09936-9⟩
Journal articles hal-04202542v1
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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions

Bilel Derbel , Geoffrey Pruvost , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
Applied Soft Computing, 2023, 136, pp.110061. ⟨10.1016/j.asoc.2023.110061⟩
Journal articles hal-04073811v1
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The fractal geometry of fitness landscapes at the local optima level

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
Natural Computing, 2022, 21 (2), pp.317-333. ⟨10.1007/s11047-020-09834-y⟩
Journal articles hal-03098496v1
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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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Composition of weighted finite transducers in MapReduce

Bilal Elghadyry , Faissal Ouardi , Sébastien Verel
International Journal of Big Data Intelligence, 2021, 8 (22), ⟨10.1186/s40537-020-00397-4⟩
Journal articles hal-03507182v1
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Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations

Hugo Monzón Maldonado , Hernán Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel
Advances in Operations Research, 2021, 2021, pp.6699277. ⟨10.1155/2021/6699277⟩
Journal articles hal-03505604v1
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Short term soil moisture forecasts for potato crop farming: a machine learning approach

Amaury Dubois , Fabien Teytaud , Sébastien Verel
Computers and Electronics in Agriculture, inPress, 180, ⟨10.1016/j.compag.2020.105902⟩
Journal articles hal-03081945v1
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Iterated local search with partition crossover for computational protein design

François Beuvin , Simon De Givry , Thomas Schiex , Sébastien Verel , David Simoncini
Proteins - Structure, Function and Bioinformatics, 2021, 89 (11), pp.1522-1529. ⟨10.1002/prot.26174⟩
Journal articles hal-03298736v1
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Alliance humAIn en Hauts-de-France

Clarisse Dhaenens , Sébastien Konieczny , Stéphane Lecoeuche , Christophe Lecoutre , René Mandiau
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2021, 113, pp.60-65
Journal articles hal-03533774v1

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

Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce

Bilal Elghadyry , Faissal Ouardi , Zineb Lotfi , Sébastien Verel
Journal of Big Data, 2021, 8, pp.145. ⟨10.1186/s40537-021-00535-6⟩
Journal articles hal-03515722v1
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Landscape-aware performance prediction for evolutionary multi-objective optimization

Arnaud Liefooghe , Fabio Daolio , Sébastien Verel , Bilel Derbel , Hernan Aguirre
IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩
Journal articles hal-02294201v1
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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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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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Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion , Rolando Armas
Applied Soft Computing, 2019, 85
Journal articles hal-02547587v1
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An Iterated Local Search to find many solutions of the 6-states Firing Squad Synchronization Problem

Manuel Clergue , Sébastien Verel , Enrico Formenti
Applied Soft Computing, 2018, 66, pp.449-461. ⟨10.1016/j.asoc.2018.01.026⟩
Journal articles hal-01738330v1
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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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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
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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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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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A Study of Neutrality of Boolean Function Landscapes in Genetic Programming

Leonardo Vanneschi , Yuri Pirola , Giancarlo Mauri , Philippe Collard , Sébastien Verel
Theoretical Computer Science, 2012, 425, pp.34 -- 57. ⟨10.1016/j.tcs.2011.03.011⟩
Journal articles hal-00563462v1
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Communities of Minima in Local Optima Networks of Combinatorial Spaces

Fabio Daolio , Marco Tomassini , Sébastien Verel , Gabriela Ochoa
Physica A: Statistical Mechanics and its Applications, 2011, 390 (9), pp.1684 - 1694. ⟨10.1016/j.physa.2011.01.005⟩
Journal articles hal-00563461v1
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Local Optima Networks of NK Landscapes with Neutrality

Sébastien Verel , Gabriela Ochoa , Marco Tomassini
IEEE Transactions on Evolutionary Computation, 2010, 15 (6), pp.783 - 797. ⟨10.1109/TEVC.2010.2046175⟩
Journal articles hal-00488637v1
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Complex-network analysis of combinatorial spaces: The NK landscape case

Marco Tomassini , Sébastien Verel , Gabriela Ochoa
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2008, 78 (6), pp.066114. ⟨10.1103/PhysRevE.78.066114⟩
Journal articles hal-00354804v1
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Fitness landscape of the cellular automata majority problem: View from the Olympus

Sébastien Verel , Philippe Collard , Marco Tomassini , Leonardo Vanneschi
Theoretical Computer Science, 2007, 378 (1), pp.54-77. ⟨10.1016/j.tcs.2007.01.001⟩
Journal articles hal-00164772v1
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Neutralité dans les paysages de fitness. Évolution artificielle et neutralité

Sébastien Verel , Philippe Collard , Manuel Clergue
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2006, 25 (8 - 9), pp.1023-1048. ⟨10.3166/tsi.25.1023-1048⟩
Journal articles hal-00164699v1

Agent-Based Modeling and Simulation for Urban Air Quality Assessment

Neda Mashhadi , Cyril Fonlupt , Matthieu Puigt , Gilles Roussel , Sébastien Verel
7 th International Conference on Logistics Operations Management: Smart Sustainable and Green Logistics, May 2024, Marrakech (Maroc), Morocco
Conference papers hal-04447553v1
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Fourier Transform-based Surrogates for Permutation Problems

Francisco Chicano , Bilel Derbel , Sébastien Verel
GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.275-283, ⟨10.1145/3583131.3590425⟩
Conference papers hal-04202402v1
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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), Jul 2023, Lisbonne, Portugal. pp.247-250, ⟨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
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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MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition : Application to Nuclear Reactor Control Optimization

Baptiste Gasse , Sébastien Verel , Jean-Michel Do
15th International Conference on Evolutionary Computation Theory and Applications, Nov 2023, Rome, Italy. pp.75-85
Conference papers hal-04202210v2
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Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness

Arnaud Liefooghe , Gabriela Ochoa , Sébastien Verel , Bilel Derbel
GECCO 2023 - Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.713-721, ⟨10.1145/3583131.3590474⟩
Conference papers hal-04169768v1
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Coupling of the secondary loop and the cooling circuit in a PWR involved in load follow operations

Baptiste Gasse , Jean-Michel Do , Hubert Grard , Cheikh Diop , Sébastien Verel
PHYSOR 2022 - International Conference on Physics of Reactors 2022, May 2022, Pittsburgh (Etats-Unis), United States. pp.3304-3313
Conference papers hal-03901398v2
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Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis

Raphaël Cosson , Bilel Derbel , Arnaud Liefooghe , Sébastien Vérel , Hernán E. Aguirre
GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.493-501, ⟨10.1145/3512290.3528731⟩
Conference papers hal-03693659v1
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PUBOi: A Tunable Benchmark with Variable Importance

Sara Tari , Sébastien Verel , Mahmoud Omidvar
European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP), Apr 2022, Madrid, Spain. pp.175-190, ⟨10.1007/978-3-031-04148-8_12⟩
Conference papers hal-03677551v1
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Fractal Dimension and Perturbation Strength: A Local Optima Networks View

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
17th International Conference on Parallel Problem Solving from Nature (PPSN XVII), Sep 2022, Dortmund, Germany. pp.562-574, ⟨10.1007/978-3-031-14714-2_39⟩
Conference papers hal-03824159v1
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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
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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Fonctions de Walsh pour le benchmarking des métaheuristiques

Mahmoud Omidvar , Sara Tari , Sébastien Verel
22ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2021, Mulhouse (virtuel), France
Conference papers hal-03384311v1
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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
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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Optimization of load-follow operations of a 1300MW pressurized water reactor using evolutionnary algorithms

Valentin Drouet , Jean-Michel Do , Sébastien Verel
International Conference on Physics of Reactors: Transition to a Scalable Nuclear Future (PHYSOR 2020), Mar 2020, Cambridge, United Kingdom. pp.1-8 / 11001, ⟨10.1051/epjconf/202124711001⟩
Conference papers hal-03137066v1
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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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On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators

Brahim Aboutaib , Sébastien Verel , Cyril Fonlupt , Bilel Derbel , Arnaud Liefooghe
PPSN 2020 - The 16th International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.97-110, ⟨10.1007/978-3-030-58115-2_7⟩
Conference papers hal-02949069v1
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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⟩
Conference papers hal-02898952v1
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Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations

V. Drouet , Sébastien Verel , J.-M. Do
2020 Genetic and Evolutionary Computation Conference (GECCO '20), Jul 2020, Cancún, Mexico. pp.1073-1081, ⟨10.1145/3377930.3390206⟩
Conference papers hal-03136995v1
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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
EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2020, Seville, Spain. pp.99-113, ⟨10.1007/978-3-030-43680-3_7⟩
Conference papers hal-02920043v1
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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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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
PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.33-47, ⟨10.1007/978-3-030-58112-1_3⟩
Conference papers hal-02920085v1
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Design of a simulator oriented PWR model and optimization of load-follow operations

Valentin Drouet , Jean-Michel Do , Sébastien Verel , Jean-Charles Le Pallec
International Congress on Advances in nuclear Power Plants (ICAPP), May 2019, Juan-les-pins, France
Conference papers hal-03137044v1
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Automatic calibration of a farm irrigation model: a multi-modal optimization approach

Amaury Dubois , Fabien Teytaud , Eric Ramat , Sébastien Verel
EA2019 Artificial Evolution, Oct 2019, Mulhouse, France
Conference papers hal-02406612v1
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Estimating Relevance of Variables for Effective Recombination

Taishi Ito , Hernan Aguirre , Kiyoshi Tanaka , Arnaud Liefooghe , Bilel Derbel
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
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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Walsh functions as surrogate model for pseudo-boolean optimization problems

Florian Leprêtre , Sébastien Verel , Cyril Fonlupt , Virginie Marion
The Genetic and Evolutionary Computation Conference (GECCO 2019), Jul 2019, Prague, Czech Republic. pp.303-311, ⟨10.1145/3321707.3321800⟩
Conference papers hal-02190141v1
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Dynamic compartmental models for algorithm analysis and population size estimation

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel
GECCO 2019 - 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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Clarifying the Difference in Local Optima Network Sampling Algorithms

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
European Conference on Evolutionary Computation in Combinatorial Optimization (Part of EvoStar) 2019, Apr 2019, Leipzig, Germany. pp.163-178, ⟨10.1007/978-3-030-16711-0_11⟩
Conference papers hal-02475171v1
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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
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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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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On Pareto local optimal solutions networks

Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Manuel López-Ibáñez , Hernan Aguirre
PPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.232-244, ⟨10.1007/978-3-319-99259-4_19⟩
Conference papers hal-01823721v1
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Urban Traffic Modeling and Simulation: Moroccan Capital Case Study

Lahoucine Bahili , Brahim Aboutaib , Fonlupt Cyril , Virginie Marion , Sébastien Verel
Smart Application and Data Analysis for Smart Cities (SADASC'18), Feb 2018, Casablanca, Morocco. ⟨10.2139/ssrn.3187065⟩
Conference papers hal-03105911v1
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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, ⟨10.1007/978-3-319-77449-7_2⟩
Conference papers hal-01824984v1
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A set-oriented MOEA/D

Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Sébastien Verel , Hernan Aguirre
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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Fitness Landscape Analysis around the Optimum in Computational Protein Design

David Simoncini , Sophie Barbe , Thomas Schiex , Sébastien Verel
Genetic and Evolutionary Computation Conference (GECCO) 2018, Jul 2018, Kyoto, Japan. pp.355-362
Conference papers hal-01823638v1
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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
PPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.181-193, ⟨10.1007/978-3-319-99259-4_15⟩
Conference papers hal-01823725v1
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Multifractality and Dimensional Determinism in Local Optima Networks

Sarah Thomson , Sébastien Verel , Gabriela Ochoa , Nadarajen Veerapen , David Cairns
Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. ⟨10.1145/3205455.3205472⟩
Conference papers hal-01823551v1
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Using Parallel Strategies to Speed Up Pareto Local Search

Jialong Shi , Qingfu Zhang , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel
11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China
Conference papers hal-01581257v1
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A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design

Mathieu Muniglia , Sébastien Verel , Jean-Charles Le Pallec , Jean-Michel Do
International Conference on Artificial Evolution (Evolution Artificielle), Oct 2017, Paris, France. pp.30-46, ⟨10.1007/978-3-319-78133-4_3⟩
Conference papers hal-03279555v1
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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
EvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232
Conference papers hal-01496347v1
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On the Design of a Master-Worker Adaptive Algorithm Selection Framework

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
EA 2017 - 13th International Conference on Artificial Evolution, Oct 2017, Paris, France. pp.1-15, ⟨10.1007/978-3-319-78133-4_1⟩
Conference papers hal-01643354v1
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Closed state model for understanding the dynamics of MOEAs

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany
Conference papers hal-01496329v1
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Analysis of a batch strategy for a Master-Worker adaptive selection algorithm framework

Christopher Jankee , Sébastien Verel , Cyril Fonlupt , Bilel Derbel
9th International Joint Conference on Computational Intelligence (IJCCI 2017), Nov 2017, Madère, Portugal. pp.313-320, ⟨10.5220/0006504203130320⟩
Conference papers hal-01643337v1
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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
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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Design of a load following management for a PWR reactor using an optimization method

Mathieu Muniglia , Le Pallec Jean-Charles , Jean-Michel Do , Sebastien Verel
M&C 2017 - International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering, Apr 2017, Jeju, South Korea
Conference papers hal-01496376v1
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Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective

Mathieu Muniglia , Sébastien Verel , Le Pallec Jean-Charles , Jean-Michel Do
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.295-296, ⟨10.1145/3067695.3076061⟩
Conference papers hal-01496392v1
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Learning variable importance to guide recombination on many-objective optimization

Miyako Sagawa , Hernán Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel
5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan
Conference papers hal-01581247v1
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Learning variable importance to guide recombination

Miyako Sagawa , Hernan Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel
IEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece
Conference papers hal-01380646v1
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A Multi-Physics PWR Model for the Load Following

Mathieu Muniglia , Jean-Michel Do , Le Pallec Jean-Charles , Hubert Grard , Sébastien Verel
International Congress on Advances in Nuclear Power Plants (ICAPP), Apr 2016, San Francisco, United States
Conference papers hal-01355257v1
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A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
14th International Conference on Parallel Problem Solving from Nature (PPSN2016), Sep 2016, Edinburgh, United Kingdom. pp.80-90, ⟨10.1007/978-3-319-45823-6_8⟩
Conference papers hal-01355249v1
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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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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
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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Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96
Conference papers hal-01178608v1
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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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A feature-based performance analysis in evolutionary multiobjective optimization

Arnaud Liefooghe , Sébastien Verel , Fabio Daolio , Hernan Aguirre , Kiyoshi Tanaka
8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. pp.95-109
Conference papers hal-01093266v1
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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
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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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An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions

Martin Drozdik , Kiyoshi Tanaka , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe
SEAL 2014 - 10th International Conference on Simulated Evolution and Learning, Dec 2014, Dunedin, New Zealand. pp.1 - 12
Conference papers hal-01066221v1
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Modeling Luxury Consumption: An Inter-Income Classes Study of Demand Dynamics and Social Behaviors

Anaïs Carlin , Sébastien Verel , Philippe Collard
18 th Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA), Jun 2013, Reykjavik, Iceland
Conference papers hal-01288725v1
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What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?

Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
11th International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France. pp.3-15, ⟨10.1007/978-3-319-11683-9⟩
Conference papers hal-00855252v1
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On set-based local search for multiobjective combinatorial optimization

Matthieu Basseur , Adrien Goëffon , Arnaud Liefooghe , Sébastien Verel
GECCO 2013 - Genetic and Evolutionary Computation Conference, Jun 2013, Amsterdam, Netherlands. pp.471-478
Conference papers hal-00805166v1
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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), Jan 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩
Conference papers hal-00805164v1

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings of the fifth international conference on Genetic and evolutionary computation conference companion (GECCO) 2013, Jul 2013, Amsterdam, Netherlands. pp.1013--1034, ⟨10.1145/2464576.2480804⟩
Conference papers hal-00845349v1
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A study on population size and selection lapse in many-objective optimization

Heman Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
IEEE Congress on Evolutionary Computation (CEC 2013), Jun 2013, Cancún, Mexico. pp.1507-1514, ⟨10.1109/CEC.2013.6557741⟩
Conference papers hal-00825310v1
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Local Optima Networks of the Permutation Flow-Shop Problem

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France
Conference papers hal-00945475v1
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Local optima networks and the performance of iterated local search

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, Jul 2012, Philadelphia, United States. pp.369-376, ⟨10.1145/2330163.2330217⟩
Conference papers hal-00741725v1
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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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Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance

Francisco Chicano , Fabio Daolio , Gabriela Ochoa , Sébastien Verel , Marco Tomassini
Parallel Problem Solving from Nature - PPSN XII, Sep 2012, Taormina, Italy. pp.337-347, ⟨10.1007/978-3-642-32964-7_34⟩
Conference papers hal-00741842v1
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Conception de recherche locale en présence de neutralité

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
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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Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, Jul 2012, Philadelphia, United States. pp.1013--1034, ⟨10.1145/2330784.2330927⟩
Conference papers hal-00744887v1
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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
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Conference papers hal-00550353v1
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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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NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202
Conference papers hal-00563459v1
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Local Optima Networks with Escape Edges

Sébastien Verel , Fabio Daolio , Gabriela Ochoa , Marco Tomassini
International Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23
Conference papers hal-00639522v1
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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
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Conference papers hal-00579990v1
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Clustering of Local Optima in Combinatorial Fitness Landscapes

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.454--457, ⟨10.1007/978-3-642-25566-3_35⟩
Conference papers hal-00550355v1
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On the Neutrality of Flowshop Scheduling Fitness Landscapes

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
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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DAMS: Distributed Adaptive Metaheuristic Selection

Bilel Derbel , Sébastien Verel
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1955--1962, ⟨10.1145/2001576.2001839⟩
Conference papers hal-00579993v1

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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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
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Local Optima Networks of the Quadratic Assignment Problem

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
IEEE world conference on computational intelligence (WCCI - CEC), Jul 2010, Barcelona, Spain. pp.3145 - 3152
Conference papers hal-00487806v1
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States based evolutionary algorithm

Sébastien Verel , Philippe Collard , Manuel Clergue
Workshop selfstar at conference PPSN, Sep 2010, Krakow, Poland
Conference papers hal-00518206v1

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel , Gabriela Ochoa
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE WCCI 2010, Jul 2010, Barcelona, Spain. pp.3593--3656
Conference papers hal-00460448v1
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First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes

Gabriela Ochoa , Sébastien Verel , Marco Tomassini
11th International Conference on Parallel Problem Solving From Nature, Sep 2010, Krakow, Poland. pp.104 - 113
Conference papers hal-00488401v1
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Centric selection: a way to tune the exploration/exploitation trade-off

David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue
GECCO'09, Jul 2009, Montreal, Canada. pp.891--898, ⟨10.1145/1569901.1570023⟩
Conference papers hal-00410191v1
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Do not Choose Representation just Change: An Experimental Study in States based EA

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sebastien Verel
Genetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada
Conference papers hal-00383711v1

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings of the 11th Annual conference on Genetic and evolutionary computation GECCO '09, Jul 2009, Montreal, Canada. pp.3593--3656, ⟨10.1145/1570256.1570431⟩
Conference papers hal-00410186v1
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Do not Choose Representation just Change: An Experimental Study in States based EA

Maroun Bercachi , Manuel Clergue , Philippe Collard , Sébastien Verel
GECCO '09 the 11th Annual conference on Genetic and evolutionary computation, Jul 2009, Montréal, Canada. pp.1799-1800, ⟨10.1145/1569901.1570168⟩
Conference papers hal-00945549v1
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NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results

Leonardo Vanneschi , Sébastien Verel , Philippe Collard , Marco Tomassini
evoNum workshop of evostar conference, Apr 2009, Tubingen, Germany. pp.100-110
Conference papers hal-00403029v1

Local Optima Networks of NK Landscapes with and without Neutrality

Gabriela Ochoa , Marco Tomassini , Sébastien Verel
3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United Kingdom
Conference papers hal-00425367v1
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A Study of NK Landscapes' Basins and Local Optima Networks

Gabriela Ochoa , Marco Tomassini , Sébastien Verel , Christian Darabos
Genetic And Evolutionary Computation Conference, Jul 2008, Atlanta, United States. pp.555--562, ⟨10.1145/1389095.1389204⟩
Conference papers hal-00331868v1

Investigating Cognitive Load by Normalized Task-Evoked Pupillary Response

Thierry Baccino , Maud Kicka , Laurent Dumercy , Sébastien Verel
Workshop on Cognition and the Web 2008: Information Processing, Comprehension and Learning, Apr 2008, France. pp.45--52
Conference papers hal-00331869v1
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The Connectivity of NK Landscapes' Basins: A Network Analysis

Sébastien Verel , Gabriela Ochoa , Marco Tomassini
Artificial Life XI, Aug 2008, Winchester, France. pp.648-655
Conference papers hal-00331864v1

The network structure of hard combinatorial landscapes.

Marco Tomassini , Gabriela Ochoa , Sébastien Verel
BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain
Conference papers hal-00433254v1
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Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel
IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4516-4523
Conference papers hal-00164788v1
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Density estimation with Genetic Programming for Inverse Problem solving

Michael Defoin Platel , Sébastien Verel , Manuel Clergue , Malik Chami
EuroGP'07, the 10th European Conference on Genetic Programming, Apr 2007, Valencia, Spain. pp.45--54, ⟨10.1007/978-3-540-71605-1_5⟩
Conference papers hal-00164762v1
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A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds

Leonardo Vanneschi , Philippe Collard , Sébastien Verel , Marco Tomassini , Yuri Pirola
10th European Conference Genetic Programming ( EuroGP 2007 ), Apr 2007, Valencia, Spain. pp.241--250, ⟨10.1007/978-3-540-71605-1_22⟩
Conference papers hal-00164926v1

Fitness landscapes and problem hardness in evolutionary computation

Leonardo Vanneschi , Sébastien Verel
GECCO '07: Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, Jul 2007, London, United Kingdom. pp.3690-3733, ⟨10.1145/1274000.1274130⟩
Conference papers hal-00165384v1
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On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms

David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue
IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4706-4713
Conference papers hal-00164789v1
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Anisotropic selection in cellular genetic algorithms

David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue
Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.559 - 566, ⟨10.1145/1143997.1144098⟩
Conference papers hal-00164697v1
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From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms

David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue
7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, Perpignan, France. pp.248-257
Conference papers hal-00164669v1
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Measuring the Evolvability Landscape to study Neutrality

Sébastien Verel , Philippe Collard , Manuel Clergue
Genetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. pp.613--614
Conference papers hal-00164917v1
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Negative slope coefficient. a measure to characterize genetic programming fitness landscapes

Leonardo Vanneschi , Marco Tomassini , Philippe Collard , Sébastien Verel
EUROGP'06, Genetic Programming, 9th European Conference, Apr 2006, France. pp.178-189, ⟨10.1007/11729976_16⟩
Conference papers hal-00164684v1
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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
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A Quantitative Study of Neutrality in GP Boolean Landscapes

Leonardo Vanneschi , Yuri Pirola , Philippe Collard , Marco Tomassini , Sébastien Verel
Proceedings of the 8th annual conference on Genetic and evolutionary computation GECCO '06, Jul 2006, Seatle, United States. pp.895 - 902, ⟨10.1145/1143997.1144152⟩
Conference papers hal-00164691v1
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Neutral Fitness Landscape in the Cellular Automata Majority Problem

Sébastien Verel , Philippe Collard , Marco Tomassini , Leonardo Vanneschi
7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, France. pp.258-267
Conference papers hal-00164673v1
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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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How to use the Scuba Diving metaphor to solve problem with neutrality ?

Philippe Collard , Sébastien Verel , Manuel Clergue
ECAI'2004, Aug 2004, Valencia, Spain. pp.166-170
Conference papers hal-00160051v1
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Scuba Search : when selection meets innovation

Sébastien Verel , Philippe Collard , Manuel Clergue
Evolutionary Computation, 2004. CEC2004, Jun 2004, Portland (Oregon), United States. pp.924 - 931, ⟨10.1109/CEC.2004.1330960⟩
Conference papers hal-00160035v1
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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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Fitness Clouds and Problem Hardness in Genetic Programming

Leonardo Vanneschi , Manuel Clergue , Philippe Collard , Marco Tomassini , Sébastien Verel
Genetic and Evolutionary Computation 2004, Jun 2004, Seattle, WA, United States. pp.690--701, ⟨10.1007/b98645⟩
Conference papers hal-00160055v1
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From Royal Road to Epistatic Road for Variable Length Evolution Algorithm

Michael Defoin Platel , Sebastien Verel , Manuel Clergue , Philippe Collard
Artificial evolution, Oct 2003, Marseille, France. pp.3-14
Conference papers hal-00159730v1
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Where are Bottlenecks in NK Fitness Landscapes?

Sébastien Verel , Philippe Collard , Manuel Clergue
Evolutionary Computation, 2003. CEC'03, Dec 2003, Canberra, Australia. pp.273--280, ⟨10.1109/CEC.2003.1299585⟩
Conference papers hal-00159994v1

Fitness landscape analysis to improve computational protein design

David Simoncini , Thomas Schiex , Sophie Barbe , Sébastien Verel
GGMM 2019, Apr 2019, Nice, France
Conference poster hal-04225651v1
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Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies

Yuri Marca , Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Conference poster hal-01823715v1
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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
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Conference poster hal-01823709v1
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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⟩
Conference poster hal-01767696v1
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New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
Genetic and Evolutionary Computation Conference 2015, Jul 2015, Madrid, Spain. ACM, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, GECCO Companion '15, pp.1405--1406, 2015, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference. ⟨10.1145/2739482.2764694⟩
Conference poster hal-01178619v1
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Local Optima Networks: A New Model of Combinatorial Fitness Landscapes

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
Hendrik Richter, Andries Engelbrecht. Recent Advances in the Theory and Application of Fitness Landscapes, Springer Berlin Heidelberg, pp.233-262, 2014, Emergence, Complexity and Computation, 978-3-642-41887-7. ⟨10.1007/978-3-642-41888-4_9⟩
Book sections hal-00945508v1

Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel
Chen, Ying-ping and Lim, Meng-Hiot. Linkage in Evolutionary Computation, Springer Berlin / Heidelberg, pp.249-284, 2008, Studies in Computational Intelligence, ⟨10.1007/978-3-540-85068-7⟩
Book sections hal-00331863v1
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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