Sébastien Verel Professor of computer science

Identifiants chercheurs

IdHAL :

sebastien-verel

ORCID :

0000-0003-1661-4093

IdRef :

11806259X

VIAF :

216274280

ISNI :

0000000138997940

Publications

Article dans une revue (27)

On stochastic operators, fitness landscapes, and optimization heuristics performances Brahim Aboutaib,Sébastien Verel,Cyril Fonlupt,Bilel Derbel,Arnaud Liefoogheet al. Evolutionary Computation, 2025, In Special Collection: CogNet, 33 (4), pp.459-484. ⟨10.1162/evco.a.24⟩ Article dans une revue hal-05202575v1
Complete combinatorial mutational enumeration of a protein functional site enables sequence‐landscape mapping and identifies highly‐mutated variants that retain activity Mireia Solà Colom,Jelena Vučinić,Jared Adolf-Bryfogle,James Bowman,Sébastien Verelet al. Protein Science, 2024, 33 (8), pp.e5109. ⟨10.1002/pro.5109⟩ Article dans une revue hal-04646616v1
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⟩ Article dans une revue hal-04073811v1
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, Part 1: Special Issue: Selected Papers from the Third Workshop on Reaction Systems 2023 / Special Issue: Selected Papers from the 26th International Conference on DNA Computing and Molecular Programming, 23, pp.431-451. ⟨10.1007/s11047-022-09936-9⟩ Article dans une revue hal-04202542v1
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⟩ Article dans une revue hal-03098496v1
Alliance humAIn en Hauts-de-France Clarisse Dhaenens,Sébastien Konieczny,Stéphane Lecoeuche,Christophe Lecoutre,René Mandiauet al. Bulletin de l'Association Française pour l'Intelligence Artificielle, 2021, 113, pp.60-65 Article dans une revue hal-03533774v1
Short term soil moisture forecasts for potato crop farming: a machine learning approach Amaury Dubois,Fabien Teytaud,Sébastien Verel Computers and Electronics in Agriculture, 2021, 180, pp.105902. ⟨10.1016/j.compag.2020.105902⟩ Article dans une revue hal-03081945v1
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⟩ Article dans une revue hal-03298736v1
Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations Hugo Monzón Maldonado,Hernán Aguirre,Sébastien Verel,Arnaud Liefooghe,Bilel Derbelet al. Advances in Operations Research, 2021, 2021, pp.6699277. ⟨10.1155/2021/6699277⟩ Article dans une revue hal-03505604v1
Composition of weighted finite transducers in MapReduce Bilal Elghadyry,Faissal Ouardi,Sébastien Verel Journal of Big Data, 2021, 8, pp.1-13 / 22. ⟨10.1186/s40537-020-00397-4⟩ Article dans une revue hal-03507182v1
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.1-27 / 145. ⟨10.1186/s40537-021-00535-6⟩ Article dans une revue hal-03507111v1
Landscape-aware performance prediction for evolutionary multi-objective optimization Arnaud Liefooghe,Fabio Daolio,Sébastien Verel,Bilel Derbel,Hernan Aguirreet al. IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩ Article dans une revue hal-02294201v1
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 Article dans une revue hal-02965863v1
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⟩ Article dans une revue hal-03035340v1
Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark Florian Leprêtre,Cyril Fonlupt,Sébastien Verel,Virginie Marion,Rolando Armaset al. Applied Soft Computing, 2019, 85 Article dans une revue hal-02547587v1
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⟩ Article dans une revue hal-01738330v1
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⟩ Article dans une revue hal-01380612v1
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⟩ Article dans une revue hal-01002520v1
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⟩ Article dans une revue hal-00801793v3
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⟩ Article dans une revue hal-00760097v1
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⟩ Article dans une revue hal-00832029v1
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⟩ Article dans une revue hal-00563462v1
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⟩ Article dans une revue hal-00563461v1
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⟩ Article dans une revue hal-00488637v1
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 [2001-2015], 2008, 78 (6), pp.066114. ⟨10.1103/PhysRevE.78.066114⟩ Article dans une revue hal-00354804v1
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⟩ Article dans une revue hal-00164772v1
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⟩ Article dans une revue (article de synthèse) hal-00164699v1

Communication dans un congrès (131)

LON/D — Sub-problem landscape analysis in decomposition-based multi-objective decomposition Arnaud Liefooghe,Gabriela Ochoa,Sébastien Verel EvoCOP 2025 - 25th European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2025, Trieste, Italy. pp.133-149, ⟨10.1007/978-3-031-86849-8_9⟩ Communication dans un congrès hal-05012193v1
Scaling up Pareto local optimal solutions networks: Modelling multi-objective landscapes Gabriela Ochoa,Hernán Aguirre,Arnaud Liefooghe,Sébastien Verel ECTA 2025 – 17th International Conference on Evolutionary Computation Theory and Applications, Oct 2025, Marbella, Spain. pp.72-90, ⟨10.1007/978-3-032-15635-8_5⟩ Communication dans un congrès hal-05215230v1
Meta-learning of Univariate Estimation-of-Distribution Algorithms for Pseudo-Boolean Problems Olivier Goudet,Adrien Goëffon,Frédéric Saubion,Sébastien Verel 25th European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP 2025), Apr 2025, Trieste, Italy. pp.84-100, ⟨10.1007/978-3-031-86849-8_6⟩ Communication dans un congrès hal-05012214v1
Harmonic analysis of a repositioning plan optimization problem Martin Desombre,Baptiste Magnaudet,Jean-Michel Do,Jean Fromentin,Sébastien Verel International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&C 2025), American Nuclear Society (ANS), Apr 2025, Denver (Colorado), United States. pp.866-875 Communication dans un congrès hal-05217322v1
Local optima networks for constrained search spaces Jonathan E. Fieldsend,Arnaud Liefooghe,Katherine M. Malan,Sébastien Verel GECCO 2025 – Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. pp.204-212, ⟨10.1145/3712256.3726303⟩ Communication dans un congrès hal-05022611v1
Spectral Walsh analysis and surrogate-assisted optimization: example of the bus stops spacing problem Valentin Vendi,Sébastien Verel,Cyril Fonlupt GECCO '25 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2025, Malaga, Spain. pp.247-250, ⟨10.1145/3712255.3726596⟩ Communication dans un congrès hal-05215156v1
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 Communication dans un congrès hal-04447553v1
Benchmark mobility problems using real-world data: the example of bus stops spacing problem for the city of Calais Valentin Vendi,Cyril Fonlupt,Sébastien Verel The 7th International Conference on Logistics Operations Management, GOL'24, May 2024, Marrakesh, Morocco Communication dans un congrès hal-04594899v1
Contrasting the landscapes of feature selection under different machine learning models Arnaud Liefooghe,Ryoji Tanabe,Sébastien Verel PPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.360-376, ⟨10.1007/978-3-031-70055-2_22⟩ Communication dans un congrès hal-04692860v1
Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks Olivier Goudet,Adrien Goëffon,Frédéric Saubion,Sébastien Verel GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2024, Melbourne VIC Australia, France. pp.195-198, ⟨10.1145/3638530.3654319⟩ Communication dans un congrès hal-04672486v1
Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem Valentin Vendi,Sébastien Verel,Cyril Fonlupt Evolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, Wales, United Kingdom Communication dans un congrès hal-04502943v1
Funnels in multi-objective fitness landscapes Gabriela Ochoa,Arnaud Liefooghe,Sébastien Verel PPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.343-359, ⟨10.1007/978-3-031-70055-2_21⟩ Communication dans un congrès hal-04692819v1
Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances Sébastien Verel,Sarah Thomson,Omar Rifki 24th European Conference on Evolutionary Computation in Combinatorial Optimisation (evoCOP), Apr 2024, Aberystwyth, United Kingdom. pp.129-145 Communication dans un congrès hal-04489201v1
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 Communication dans un congrès hal-04202210v2
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⟩ Communication dans un congrès hal-04169768v1
Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective Arnaud Liefooghe,Sébastien Verel,Tinkle Chugh,Jonathan Fieldsend,Richard Allmendingeret 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⟩ Communication dans un congrès hal-04021499v1
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⟩ Communication dans un congrès hal-04075074v1
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⟩ Communication dans un congrès hal-04202402v1
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⟩ Communication dans un congrès hal-03677551v1
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 Communication dans un congrès hal-03901398v2
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⟩ Communication dans un congrès hal-03824159v1
Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis Raphaël Cosson,Bilel Derbel,Arnaud Liefooghe,Sébastien Verel,Hernán E. Aguirreet al. GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.493-501, ⟨10.1145/3512290.3528731⟩ Communication dans un congrès hal-03693659v1
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 Communication dans un congrès hal-03384311v1
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics Johann Dreo,Arnaud Liefooghe,Sébastien Verel,Marc Schoenauer,Juan J. Mereloet al. GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩ Communication dans un congrès pasteur-03220556v1
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⟩ Communication dans un congrès hal-03325676v1
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⟩ Communication dans un congrès hal-03137066v1
Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh Basis Geoffrey Pruvost,Bilel Derbel,Arnaud Liefooghe,Sébastien Verel,Qingfu Zhang GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩ Communication dans un congrès hal-02898952v1
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⟩ Communication dans un congrès hal-03136995v1
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⟩ Communication dans un congrès hal-03814858v1
Dynamic compartmental models for large multi-objective landscapes and performance estimation Hugo Monzón,Hernan Aguirre,Sébastien Verel,Arnaud Liefooghe,Bilel Derbelet al. 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⟩ Communication dans un congrès hal-02920043v1
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 Communication dans un congrès hal-02886512v1
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⟩ Communication dans un congrès hal-02920085v1
On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators Brahim Aboutaib,Sébastien Verel,Cyril Fonlupt,Bilel Derbel,Arnaud Liefoogheet al. 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⟩ Communication dans un congrès hal-02949069v1
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⟩ Communication dans un congrès hal-02475171v1
Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem Florian Leprêtre,Cyril Fonlupt,Sébastien Verel,Virginie Marion The 14th Biennial International Conference on Artificial Evolution (EA 2019), Association Evolution Artificielle, Oct 2019, Mulhouse, France Communication dans un congrès hal-02319558v1
Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems Yuri Marca,Hernan Aguirre,Saúl Zapotecas Martinez,Arnaud Liefooghe,Bilel Derbelet 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⟩ Communication dans un congrès hal-02064548v1
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 Communication dans un congrès hal-02406612v1
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 Communication dans un congrès hal-02282986v1
Estimating Relevance of Variables for Effective Recombination Taishi Ito,Hernan Aguirre,Kiyoshi Tanaka,Arnaud Liefooghe,Bilel Derbelet 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⟩ Communication dans un congrès hal-02064547v1
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 Communication dans un congrès hal-03137044v1
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⟩ Communication dans un congrès hal-02190141v1
Dynamic compartmental models for algorithm analysis and population size estimation Hugo Monzón,Hernan Aguirre,Sébastien Verel,Arnaud Liefooghe,Bilel Derbelet al. GECCO 2019 - Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.2044-2047, ⟨10.1145/3319619.3326912⟩ Communication dans un congrès hal-02436226v1
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⟩ Communication dans un congrès hal-01823666v1
A set-oriented MOEA/D Bilel Derbel,Arnaud Liefooghe,Qingfu Zhang,Sébastien Verel,Hernan Aguirreet al. GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩ Communication dans un congrès hal-01823671v1
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 Communication dans un congrès hal-01823638v1
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⟩ Communication dans un congrès hal-03279555v1
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⟩ Communication dans un congrès hal-01823725v1
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⟩ Communication dans un congrès hal-01824984v1
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 Communication dans un congrès hal-01823720v1
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⟩ Communication dans un congrès hal-01823551v1
On Pareto local optimal solutions networks Arnaud Liefooghe,Bilel Derbel,Sébastien Verel,Manuel López-Ibáñez,Hernan Aguirreet al. 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⟩ Communication dans un congrès hal-01823721v1
Urban Traffic Modeling and Simulation: Moroccan Capital Case Study Lahoucine Bahili,Brahim Aboutaib,Cyril Fonlupt,Virginie Marion,Sébastien Verel Smart Application and Data Analysis for Smart Cities (SADASC'18), Feb 2018, Casablanca, Morocco. ⟨10.2139/ssrn.3187065⟩ Communication dans un congrès hal-03105911v1
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⟩ Communication dans un congrès hal-01643354v1
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 Communication dans un congrès hal-01496347v1
Closed state model for understanding the dynamics of MOEAs Hugo Monzón,Hernan Aguirre,Sébastien Verel,Arnaud Liefooghe,Bilel Derbelet al. Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.609-616 Communication dans un congrès hal-01496329v1
A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems Arnaud Liefooghe,Bilel Derbel,Sébastien Verel,Hernan Aguirre,Kiyoshi Tanaka 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. pp.422-437, ⟨10.1007/978-3-319-54157-0_29⟩ Communication dans un congrès hal-01496357v1
Design of a load following management for a PWR reactor using an optimization method Mathieu Muniglia,Le Pallec Jean-Charles,Jean-Michel Do,Sébastien Verel M&C 2017 - International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering, Apr 2017, Jeju, South Korea Communication dans un congrès hal-01496376v1
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⟩ Communication dans un congrès hal-01643337v1
Learning variable importance to guide recombination on many-objective optimization Miyako Sagawa,Hernán Aguirre,Fabio Daolio,Arnaud Liefooghe,Bilel Derbelet al. 5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan. pp.874 - 879 Communication dans un congrès hal-01581247v1
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⟩ Communication dans un congrès hal-01496392v1
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 Communication dans un congrès hal-01581257v1
Learning variable importance to guide recombination Miyako Sagawa,Hernan Aguirre,Fabio Daolio,Arnaud Liefooghe,Bilel Derbelet al. IEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece. pp.2986-2992 Communication dans un congrès hal-01380646v1
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⟩ Communication dans un congrès hal-01355249v1
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 Communication dans un congrès hal-01178613v1
Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies Christopher Jankee,Sébastien Verel,Bilel Derbel,Cyril Fonlupt 12th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96 Communication dans un congrès hal-01178608v1
A multi-physics PWR model for the load following Mathieu Muniglia,Jean-Michel Do,Le Pallec Jean-Charles,Hubert Grard,Sébastien Verelet al. ICAPP 2016 - International Congress on Advances in Nuclear Power Plants, Apr 2016, San Francisco, United States. pp.1446-1455 Communication dans un congrès hal-01355257v1
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), Jul 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩ Communication dans un congrès hal-01151882v1
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, Mar 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩ Communication dans un congrès hal-01093261v1
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), Mar 2015, Guimarães, Portugal. pp.95-109 Communication dans un congrès hal-01093266v1
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 Communication dans un congrès hal-01066206v1
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, LEMNA (Laboratoire d’Economie et de Management de Nantes-Atlantique), Sep 2014, Nantes, France Communication dans un congrès hal-01069541v1
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⟩ Communication dans un congrès hal-00855252v1
An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions Martin Drozdik,Kiyoshi Tanaka,Hernan Aguirre,Sébastien Verel,Arnaud Liefoogheet al. SEAL 2014 - 10th International Conference on Simulated Evolution and Learning, Dec 2014, Dunedin, New Zealand. pp.143-154 Communication dans un congrès hal-01066221v1
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⟩ Communication dans un congrès hal-01066123v1
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 Communication dans un congrès hal-01066139v1
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⟩ Communication dans un congrès hal-00845349v1
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 Communication dans un congrès hal-00805166v1
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 Communication dans un congrès hal-00945475v1
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⟩ Communication dans un congrès hal-00825310v1
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 Communication dans un congrès hal-01288725v1
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⟩ Communication dans un congrès istex hal-00805164v1
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance Francisco Chicano,Fabio Daolio,Gabriela Ochoa,Sébastien Verel,Marco Tomassiniet al. Parallel Problem Solving from Nature - PPSN XII, Sep 2012, Taormina, Italy. pp.337-347, ⟨10.1007/978-3-642-32964-7_34⟩ Communication dans un congrès hal-00741842v1
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 Communication dans un congrès hal-00840357v1
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⟩ Communication dans un congrès hal-00744887v1
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⟩ Communication dans un congrès hal-00741725v1
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 Communication dans un congrès hal-03255573v1
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⟩ Communication dans un congrès hal-00579990v1
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⟩ Communication dans un congrès hal-00550355v1
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 Communication dans un congrès hal-00563459v1
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⟩ Communication dans un congrès hal-00550349v1
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⟩ Communication dans un congrès hal-00579993v1
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⟩ Communication dans un congrès hal-00550356v1
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⟩ Communication dans un congrès hal-00579984v1
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 Communication dans un congrès hal-00550353v1
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 Communication dans un congrès hal-00563460v1
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 Communication dans un congrès hal-00639522v1
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 Communication dans un congrès hal-00488401v1
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 Communication dans un congrès hal-00487806v1
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 Communication dans un congrès hal-00460448v1
States based evolutionary algorithm Sébastien Verel,Philippe Collard,Manuel Clergue Workshop selfstar at conference PPSN, Sep 2010, Krakow, Poland Communication dans un congrès hal-00518206v1
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 Communication dans un congrès hal-00460436v1
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 Communication dans un congrès hal-00460442v1
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⟩ Communication dans un congrès hal-00945549v1
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⟩ Communication dans un congrès hal-00410186v1
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 Communication dans un congrès hal-00425367v1
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 Communication dans un congrès hal-00383711v1
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 Communication dans un congrès hal-00403029v1
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⟩ Communication dans un congrès hal-00410191v1
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 Communication dans un congrès 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 Communication dans un congrès hal-00433254v1
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 Communication dans un congrès hal-00331869v1
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⟩ Communication dans un congrès hal-00331868v1
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⟩ Communication dans un congrès hal-00165384v1
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 Communication dans un congrès hal-00164789v1
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⟩ Communication dans un congrès istex hal-00164762v1
A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds Leonardo Vanneschi,Philippe Collard,Sébastien Verel,Marco Tomassini,Yuri Pirolaet al. 10th European Conference Genetic Programming ( EuroGP 2007 ), Apr 2007, Valencia, Spain. pp.241--250, ⟨10.1007/978-3-540-71605-1_22⟩ Communication dans un congrès istex hal-00164926v1
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 Communication dans un congrès hal-00164788v1
A Quantitative Study of Neutrality in GP Boolean Landscapes Leonardo Vanneschi,Yuri Pirola,Philippe Collard,Marco Tomassini,Sébastien Verelet al. 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⟩ Communication dans un congrès hal-00164691v1
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⟩ Communication dans un congrès hal-00164694v1
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 Communication dans un congrès hal-00164673v1
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 Communication dans un congrès hal-00164917v1
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⟩ Communication dans un congrès hal-00164684v1
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⟩ Communication dans un congrès hal-00164697v1
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 Communication dans un congrès hal-00164669v1
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 Communication dans un congrès hal-00164913v1
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⟩ Communication dans un congrès hal-00160055v1
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 Communication dans un congrès hal-00164910v1
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⟩ Communication dans un congrès hal-00160035v1
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 Communication dans un congrès hal-00160051v1
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 Communication dans un congrès hal-00159730v1
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⟩ Communication dans un congrès hal-00159994v1

Poster de conférence (6)

Conception d'outils décisionnels pour la mobilité durable dans la région hdf Valentin Vendi,Cyril Fonlupt,Sébastien Verel Séminaire Intelligence Artificielle et Optimisation de l'A2U, Jun 2023, Montreuil-sur-Mer, France Poster de conférence hal-04163015v1
Fitness landscape analysis to improve computational protein design David Simoncini,Thomas Schiex,Sophie Barbe,Sébastien Verel GGMM 2019, Apr 2019, Nice, France Poster de conférence hal-04225651v1
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 de conférence hal-01767696v1
Studying MOEAs Dynamics and their Performance using a Three Compartmental Model Hugo Monzón,Hernan Aguirre,Sébastien Verel,Arnaud Liefooghe,Bilel Derbelet al. GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan Poster de conférence hal-01823709v1
Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies Yuri Marca,Hernan Aguirre,Saúl Zapotecas-Martínez,Arnaud Liefooghe,Sébastien Verelet al. GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan Poster de conférence hal-01823715v1
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection Christopher Jankee,Sébastien Verel,Bilel Derbel,Cyril Fonlupt Sara Silva; Anna I. Esparcia-Alcázar. GECCO '15: Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. Association for Computing Machinery (ACM), GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp.1405-1406, 2015, ⟨10.1145/2739482.2764694⟩ Poster de conférence hal-01178619v1

Ouvrages (1)

Systèmes Complexes Philippe Collard,Sébastien Verel,Manuel Clergue Presses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0 Ouvrages hal-01284628v1

Chapitre d'ouvrage (2)

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⟩ Chapitre d'ouvrage 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⟩ Chapitre d'ouvrage hal-00331863v1

Autre publication scientifique (2)

Landscape analysis for explainable optimization Arnaud Liefooghe,Sébastien Verel Tutorial at IEEE World Congress on Computational Intelligence (WCCI 2024), 2024 Autre publication scientifique hal-04692793v1
Tutorial on Fitness landscape analysis: Understanding and predicting algorithm performance for single- and multi-objective optimization Sébastien Verel,Arnaud Liefooghe International Conference on Parallel Problem Solving from Nature (PPSN 2020), 2020 Autre publication scientifique hal-04029576v1

Rapport (2)

On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization Bilel Derbel,Dimo Brockhoff,Arnaud Liefooghe,Sébastien Verel [Research Report] RR-8512, 2014 Rapport (rapport de recherche) hal-00968145v1
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 Rapport (rapport de recherche) hal-00665421v2

HDR (1)

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 HDR tel-01425127v1

Thèse (1)

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 : ⟩ Thèse tel-00159727v1